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Rational Fools vs Efficient Crooks:
Efficient Markets Hypothesis

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“The incredibly inaccurate efficient market theory was believed in totality by many of our financial leaders, and believed in part by almost all.

It left our economic and government establishment sitting by confidently, even as a lethally dangerous combination of asset bubbles, lax controls, pernicious incentives and wickedly complicated instruments led to our current plight.

‘Surely, none of this could be happening in a rational, efficient world,’ they seemed to be thinking. And the absolutely worst part of this belief set was that it led to a chronic underestimation of the dangers of asset bubbles breaking.”

Jeremy Grantham

Fama's last reasonable chance to retire (without making Sveriges Riksbank a laughingstock) may have been last year...

(comment from 1997 forum)

The efficient market hypothesis (EMH) is a flavor of economic Lysenkoism which became popular for the last 30 years in the USA or, in more politically correct terms, unrealistic idealization of market behavior.  Like classic Lysenkoism it was supported by the state, which in turn was captured by financial sector.

Still until recent crisis since probably 60th it was floating as the official doctrine in best Lysenkoism style despite little of none supporting empirical evidence.  All this has changed during the recent financial crisis. Events have conclusively demonstrated the inadequacy of the efficient market hypothesis. It neither predicted nor explained what happened.

On the contrary, the pseudo theories of market “efficiency” and “rationality” have led economics and economic policy astray in the past decade, with recent disastrous results.

Fama in his observation that most institutional investors underperform indexes made a freshman-style mistake: Institutional investors are neither thinking or behaving rationally. For example most fund managers are benchmarked against market indexes quarterly, and have cash-holding limits as a matter of fund policy. These constraints obviously have disadvantaged them and made it extremely hard to outperform the indexes. This is why most fund managers are closet indexers. Extra management costs guarantee that most actively managed mutual funds will under-perform market indexes. That has nothing to do with market efficiency.

Moreover, regardless how one tries to improve the incentive structure for institutional investors, nothing could overcome the incentive distortions inherent in the managing other people's money. Mutual funds, once hailed as a great tool for individual investors, has proven ripe with such conflicts of interests that drastically diminish efficiency (agency problem and "short-termism" are probably the most well studied).

Exact definition of EMH depends on your tolerance for sharp and vulgar words ;-).  Idiotism would the most benign.  JK Galbraith said it best about the people like Eugene Fama : economics is the only profession in which it is possible to rise to eminence without ever once being right.  As one commenter top Delong blog aptly said (Time to Bang My Head Against the Wall Some More )

Cochrane is a decent empirical asset pricer with an excessive ideological commitment to efficient markets. He has also just prove beyond any doubt that he doesn't know shit about macro economics.

If you want to be less tolerant, then Fama is just another white-collar criminal, not that different from Madoff. EMH laid the foundation for tearing down the regulatory structure built from the lessons of the Great Depression so he probably should be tried for the conspiracy to defraud American people.

The efficient market hypothesis, which has had a dominant role the last two decades presuppose that all relevant information is reflected in the price. That means that prices move only in response to new information. The movement of the market will be a “random walk”.  The latter conclusion is empirically false: stock markets exhibit pretty strong “negative serial correlation”. More simply, there is an effect of reversal to means -- real returns from stock markets are likely to be lower, if they have recently been high, and vice versa. That means that theoretically cost averaging is a wrong strategy. The right time to buy is not when markets have done well, but when they have done badly.  In a way, markets oscillate  around fair value, but what is important is that the period of oscillation is unknown (which make arbitrage extremely difficult and very risky).  The latter fact was aptly reflected in the famous John Maynard Keynes quote: "The market can stay irrational longer than you can stay solvent". 

But that does not mean that there are well defined opportunities for arbitrage. In case of borrowed funds arbitrage can be defeated by unpredictability of the period of oscillations (or  reversion to mean in economic speack). The length of time over which markets can have significant deviated can measure in decades. that means that such opportunity cannot be exploited using borrowed funds. Similarly a short seller will go broke long before the value ship comes in. The difficulty of exploiting such opportunities is amplified for professional managers, who will lose clients before they can prove that they are right.

In addition, parasitic financial sector taxes economy and distorts the market prices. It can create huge inefficiencies (and Chicago School as shills of banksters helped to amplify this process). High speed financial  masturbation (aka high frequency trading) that is prevalent in financial markets (with Goldman being really obsessed masturbator) is a perversion that costs society substantial money enriching useless individuals who happen to be close to "money river" to drink from it without any restrain.  A Benjamin Friedman noted:

“Perversely, the largest individual returns seem to flow to those whose job is to ensure that microscopically small deviations from observable regularities in asset price relationships persist for only one millisecond instead of three. These talented and energetic young citizens could surely be doing something more useful.”

Generally, if profits and compensation in the financial sector go up that’s an evidence of inefficiency, not efficiency. Those higher profits mean that customers are paying more for their financial services over time, not less, which means that financial services are imposing a larger and larger tax on the economy.

Also as Soros stresses many times markets are composed of thinking participants who have their own set of forecast and as such are always biased. The famous trader maxim sates that during the crash nothing rise other then correlations.  In a sense, in short term, market is not so much about the ‘value’ but about psychology (voting machine, not a weighting machine to site Benjamin Graham). It is dynamic self-adapting system which actually constantly dynamically redefines the notion of "expected equilibrium" and thus the direction of change. As Soros suggested actually functioning of financial markets is more like a ruthless competition on who’s best at screwing the “great unwashed masses” or at best completely disregarding their well-being. Success of Goldman Sachs speaks volumes about the high viability of such strategy. It is called vampire squid not without the reason.

Another interesting observation that refutes efficient market hypothesis is that regulators, who in theory should play the role of firefights, actually enjoy playing the role of arsonists with Greenspan as a classical example.  And their action create another type of shady players who can be called using the Japanese phrase Kaji-ba dora-bo "thief at the scene of a fire": someone who turns the misfortune of others into his or her own benefit. In no way this type of layers is concerned about fair price or other nonsense that efficient market hypothesis operates with.  For example keeping by Greenspan rate too low created an army of fraudulent migrate originators who were ready to sell mortgages to anybody with a warm breath without any consideration about fire price of the house of the ability to a follower to repay the loan.  See also Naomi Klein’s The Shock Doctrine-The Rise Of Disaster Capitalism which takes this theory to the next level and exposes the manufacture of crisis to facilitate financial reward. As one commenter to Firefighter Arson And Our Macroeconomic Policymakers « The Baseline Scenario noted:

My personal view is that they [regulators -- NNB] know that exponential debt and growth can from here (”here” being since the 80s at least) on be propped up only through bubbles, while disaster tactics can still reap profit from the inevitable crashes.

So this, named the “Great Moderation” in classic Orwell fashion, is the new economic model, for as long as globalization and financialization can be propped up:

  1. Blow bubbles, sucking in as much rent as possible along the way.
  2. Capitalize opportunistically during the crashes.

So they hardly have to commit arson when we’re already always either in the flames or about to topple back into them.

Their kind of warmth demands permanently playing with fire, which is why they certainly won’t willingly regulate for the next bubble.

If they can’t blow another bubble, that’ll be the end of corporatist growth right there. Game over for mass industrial “capitalism”.

Obviously, keeping this game going as long and as profitably as they can is their only priority.

The efficient market hypothesis played prominent role in shaping how the country thought and acted in the last 30-plus years. It greatly contributed to the current financial crises.   Like all ideological constructs of neo-classical economy it has no basis in reality. But it was used to steal a lot of money from 401K investors.

We do need to revise  economic textbooks on the efficiency of markets. As a responses to Seeking Alpha post Technical Rally Could Indicate Computerized Panic Buying  suggested the following edit might be appropriate:

Change "Markets provide an efficient pricing mechanism" to "In the long term, markets may be efficient, but in the short term, it is far more important to have a double head and shoulders pattern with broken candlesticks under the full moon eating a muffin with an Italian Coffee, but watch your taylor series conversion."

... ... ...

Like almost everybody, I was taught to believe in the efficiency of the markets. And therein lies the problem. One market paradigm that is always true is that the market likes to disprove as many people as possible. So, once the efficient markets model universally accepted and followed, the markets will adapt in such a way as to render the model incorrect.

Another problem with the model is that it assumes that all players in the markets are investors who are concerned entirely with future earnings prospects. Unfortunately, market participants are simply not a homogenous group. Some participants care about earnings, others care about momentum, statistics, and so forth. This latter group can and sometimes does set prices. In fact, when the momentum players really get a hold on things, many of the purported "earnings-oriented" crowd start to join in and become momentum obsessed themselves. Efficiency by that time gets tossed by the wayside, because as an investment model, it's not making as much money for you as other models (like momentum) are. There are different types of participants in the market, but they all do share one characteristic: they like to make money, and the ones who are good at that will adopt any approach that makes money, and discard any approach that does not.

You make an interesting second point, which is that in the long term, perhaps efficiency does matter. My question then is, how would we know that?

Okay, one consequence of market efficiency is that nobody can beat the market's average performance over the long term. Why? Because any information they have is already priced in, so there's no way to get an edge. In fact, what we see is that most investors out there end up performing at or below the market's average. There are the Buffetts and Soroses of the world, but those are the exceptions that prove the rule. The law of averages catches up to most folks in the end, so it looks like efficiency is at work. At least that's the obvious answer. But look behind the curtain a little bit, and you'll find that there are many, many, many traders who quietly beat the market for years and years. I've drafted quite a few estate plans for guys like this who you've never heard of and probably never will. Why? They're smart enough to quit while they're ahead (or, in some cases, way way way ahead). And guess what. Most of them aren't crunching income statements and reading analyst reports, either. These guys tend to be crackerjack mathematicians, who know how to spot a trend, leverage up, and profit from it.

According to Efficient-market hypothesis - Wikipedia, the free encyclopedia the "Lysenkoist in chief" here was Eugene Fama   (with Burton MalkielJohn Bogle and The Vanguard Group in supporting roles). They pushed the hypothesis despite the fact that evidence was scant and contradictory.

The efficient-market hypothesis was developed by Professor Eugene Fama at the University of Chicago Booth School of Business as an academic concept of study through his published Ph.D. thesis in the early 1960s at the same school. It was widely accepted up until the 1990s, when behavioral finance economists, who were a fringe element, became mainstream.[1] Empirical analyses have consistently found problems with the efficient markets hypothesis, the most consistent being that stocks with low price to earnings (and similarly, low price to cash-flow or book value) outperform other stocks.[2][3] Alternative theories have proposed that cognitive biases cause these inefficiencies, leading investors to purchase overpriced growth stocks rather than value stocks.[1] Although the efficient markets hypothesis has become controversial because substantial and lasting inefficiencies are observed, Beechey et. al. (2000) consider that it remains a worthwhile starting point.[4]

The efficient-market hypothesis was first expressed by Louis Bachelier, a French mathematician, in his 1900 dissertation, "The Theory of Speculation". His work was largely ignored until the 1950s; however beginning in the 30s scattered, independent work corroborated his thesis. A small number of studies indicated that US stock prices and related financial series followed a random walk model.[5] Research by Alfred Cowles in the ’30s and ’40s suggested that professional investors were in general unable to outperform the market.

The efficient-market hypothesis emerged as a prominent theory in the mid-1960s. Paul Samuelson had begun to circulate Bachelier's work among economists. In 1964 Bachelier's dissertation along with the empirical studies mentioned above were published in an anthology edited by Paul Cootner.[6] In 1965 Eugene Fama published his dissertation arguing for the random walk hypothesis,[7] and Samuelson published a proof for a version of the efficient-market hypothesis.[8] In 1970 Fama published a review of both the theory and the evidence for the hypothesis. The paper extended and refined the theory, included the definitions for three forms of financial market efficiency: weak, semi-strong and strong (see below).[9]

Further to this evidence that the UK stock market is weak-form efficient, other studies of capital markets have pointed toward their being semi-strong-form efficient. Studies by Firth (1976, 1979, and 1980) in the United Kingdom have compared the share prices existing after a takeover announcement with the bid offer. Firth found that the share prices were fully and instantaneously adjusted to their correct levels, thus concluding that the UK stock market was semi-strong-form efficient. However, the market's ability to efficiently respond to a short term, widely publicized event such as a takeover announcement does not necessarily prove market efficiency related to other more long term, amorphous factors. David Dreman has criticized the evidence provided by this instant "efficient" response, pointing out that an immediate response is not necessarily efficient, and that the long-term performance of the stock in response to certain movements are better indications. A study on stocks response to dividend cuts or increases over three years found that after an announcement of a dividend cut, stocks underperformed the market by 15.3% for the three-year period, while stocks outperformed 24.8% for the three years afterward after a dividend increase announcement.[10]

This Eugene Fama is a really special gift to the economic profession: he went as far as to deny that bubbles are possible and instead of being isolated from society managed to preserved his academic position at Chicago university ;-)

For twenty years or so his hypothesis served as the theoretical justification of investing in stocks index funds. This "application" of efficient market hypothesis cost tremendous amount of money to 401K investors: as of July 2009 401K investor who invested using cost averaging into S&P500 lost approximately 45% in comparison with an investor who put all his/her money in a stable value fund.

While the ideas of self-regulation and feedback loops are definitely applicable to economic systems, naive (or crooked) belief in "permanent equilibrium" typical for guys like Fama is really absurd.

Actually, efficient market hypothesis was as a crowbar to promote deregulation and that led to serious policy mistakes not only in 401K investments, but for the financial markets as a whole. One tremendously negative side effect was dismantling Great Deal safeguards. 

Susan Strange  actually called the resulting social organization Casino Capitalism. As Sushil Wadhwani  in the FT.com Insight column How efficient markets theory gave rise to policy mistakes (please remember that FT is a City publication and the bastion of conservative economic thinking) noted:

Clients frequently tell me they are puzzled that policymakers allowed such a significant crisis to develop. Their incomprehension is deepened by the recognition that, in recent years, many countries made their central banks independent, and these are typically run by people with formidable reputations as academics.

I wonder whether a common thread running through many of the policy mistakes is a belief in the efficient markets hypothesis (EMH).

Over the past decade, while the bubbles were emerging, it was frequently argued that central bankers had neither more information nor greater expertise in valuing an asset than private market participants. This was often one of the primary explanations for central banks not attempting to "lean against the wind" with respect to emerging bubbles.

As I argue in my recent National Institute article, it is likely that, had central banks raised interest rates by more than was justified by a fixed-horizon inflation target while house prices were rising above most conventional valuation measures, the size of the eventual bubble would have been smaller. At least as importantly, because of the fear of being seen as "market-unfriendly", fiscal and regulatory policy did not lean against the wind either. Our economies would plausibly have exhibited greater stability if tax policy had been used in an anti-bubble fashion (eg a counter-cyclical land tax) and if regulatory policy had been more activist (e.g. a ceiling on loan-value ratios) and contra-cyclical (e.g. time-varying bank capital requirements).

Once the recent bubbles burst in 2007, some central banks (including many of those in Europe) were surprisingly slow to cut interest rates, and this policy mistake may well lead the current recession to be longer and deeper than it might have been. One reason for their reluctance to cut interest rates was the significant rise in commodity prices. In relying on the EMH yet again, policymakers used longer-dated futures prices for these commodities in preparing their inflation projections. Their failure to allow for the then widely discussed possibility that a "bubble" had developed in the commodity markets thereby led them significantly to overestimate prospective inflationary pressures.

Recently the Nobel laureate George Akerlof has, with Robert Shiller, argued that Keynes's explanations for excessive financial market volatility and depressions relied importantly on the possibility that individuals can act irrationally and for non-economic reasons. However, modern-day "Keynesian" models of the economy typically ignore this essential insight and can therefore be a deficient tool for setting policy. Personally, I find this neglect of Keynes surprising as at least some fund management companies (including the hedge funds I help manage) assign an important role to this insight in their investment process.

This failure to incorporate the role of what Keynes described as "animal spirits" might well have permitted the naive belief that recapitalising the banks would lead them to lend again. Once "confidence" has evaporated, banks will not lend however well-capitalised they may be. Unsurprisingly, governments are now having to explore other ways of making banks lend, and one has to wonder whether they might be driven to full-scale nationalisation.

Of course, because of "animal spirits" one can find that monetary policy becomes surprisingly ineffective in slumps. Hence, although it is laudable the Bank of England has cut UK interest rates significantly in recent months, we should all have been much better off if it had reduced rates more pre-emptively. Now we will need so-called quantitative easing - with, perhaps, the Treasury guaranteeing assets acquired by the Bank.

This financial crisis should not have surprised anybody: financial history is littered with examples of bubbles, manias and crashes.

The main lesson is that our monetary, fiscal and regulatory policies must be designed to protect the many innocent people in the rest of the economy from the consequences of excessive financial market volatility.

(The writer is chief executive of Wadhwani Asset Management and a former member of the Bank of England's monetary policy committee FT Syndication Service)

The second problem with most publicly traded companies is that much of their business is a black box - without faith you have a hard time valuing the company since you can't see behind the curtains. That's true even if you work for the company and have access to some internal data. That means that situation is quite different from what is written about it in Money magazine and similar "feel good" publications. As  Bill Fleckenstein The meddlers can't tame the market - MSN Money noted:

We have just come through a decade-plus in which the Fed intervened "successfully" enough so that folks came to look upon the stock market (and then the real-estate market) as pet kittens that spit out hundred-thousand-dollar bills. Markets are not like that at all. They are more like savage beasts looking to rip your head off.

The era of "pet markets" that effortlessly make people rich is definitely behind us.

When Vanguard PR people try to persuade you that "Whether you're an expert of not, it's human nature to imagine that have some unique insight into the market, something that's eluded everyone else" they forget to mention that this is perfectly applicable to the idea that S&P 500 outperforms bonds for a given period. Due to changes in S&P500 composition that is no scientific evidence for that and popular "proofs" smell data mining.  The last 15, 10 and 5 years periods provide evidence opposite to this hypothesis.

Old News ;-)

[Dec 30, 2009] Bronte Capital Kodak, Bill Gates and efficient markets

Kodak, Bill Gates and efficient markets

I am just back from my summer holidays on the New South Wales South Coast.  To my (mostly) Northern Hemisphere readers I should boast about warm water, perfect waves, beaches in national parks with only one or two pairs of footprints on them and no people, fish that seem to suicide on your lines, etc – but that would just be boring.

In the middle of every day – when the heat became too much and the surf had waterlogged me I read.  On my kindle of course.  And some books which I had never read I read happily made easy mostly by the kindle’s large font options.  One of those books was Alice Schroder’s too long but otherwise excellent biography of Warren Buffett.  There was plenty there – I just want to share a single throw-away observation.

Warren Buffett has a group of his best investing friends get together once a year.  He originally called it the Graham group in honour of his mentor Ben Graham who presented at the first annual meeting in 1968.  By 1991 the group had expanded somewhat to include not only the original fabulous stock pickers but some business luminaries who could help enlighten the group on the nitty-gritty of their industries.  One regular attendee was Bill Gates of Microsoft fame.  From here I will quote Alice Schroder:

After a while Buffett asked everyone to pick their favourite stock.

What about Kodak? asked Bill Ruane.  He looked back at Gates to see what he would say.

“Kodak is toast,” said Gates.

Nobody else in the Buffett Group knew that the internet and digital technology would make film cameras toast.  In 1991, even Kodak didn’t know it was toast.

Gates was right of course – and since 1991 Kodak has been a terrible stock – and I would have counted Bill Gate’s comments as “knowledge” in as much as a statement about markets and technology could be knowledge.  But it would be an awful long time before that “knowledge” would be reflected in stock prices.  Here is a graph of the stock price since 1 Jan 1990. 

 

image

If you had taken Gates to heart in 1991 and shorted the stock then for almost ten years you looked like toast.  If you sold the stock because of something Bill Gates said then you looked silly for six or more years unless you purchased something better.

Indeed if you had the “knowledge” probably the best thing to do with it was to use it just to avoid the photography sector altogether.  That would mean you might outperform the market – but that outperformance was slight.  [If avoiding that sort of catastrophe was your mechanism of making money you probably needed an enormous amount of “knowledge”.]

Anyway there is little question that if you understood the implications of digital photography in 1991 you were – at least on that item – the smartest guy in almost any room.  And it did not help you make (much) money.

The market could stay wrong for a very long time.  Maybe as long as some blinkered academics could continue to believe in strong versions of the efficient market hypothesis.

Efficient Markets or Herd Mentality? The Future of Economic Forecasting

November 11, 2009 | Knowledge@Wharton

Ever wonder why you succumbed, yet again, to advertising hype or deceptive packaging and overpaid for a product? Or bought securities that you know were overvalued when the herd instinct was just too strong to resist?

Such irrationality is the focus of behavioral economists, who appear to be gaining greater credibility in macroeconomic circles since the housing bubble of 2008 and the ensuing global financial meltdown. They are also at the center of an age-old debate recently reignited by columnist and Nobel laureate Paul Krugman in a September 6 New York Times Magazine article titled, "How Did Economists Get It So Wrong?," which fires a salvo at the assumption underlying neoclassical economics -- namely, that free markets are inherently rational and efficient.

Krugman's article heaps scorn on so-called "freshwater economists" -- as typified by the University of Chicago economics faculty, whose ideas have dominated government policymaking since the early 1980s. In contrast, "saltwater economics" exhibits more openness to the ideas promulgated in the 1930s by Britain's John Maynard Keynes -- that free markets often behave inefficiently, are self-destructive and at times need corrective policy actions such as government stimulus spending. Rather than ascribing perfect rationality to markets, these economists say people and institutions often behave irrationally and often in ways contrary to their own interests.

While the debate between the freshwater and saltwater viewpoints in macroeconomics may sound academic, it has a significant impact far outside the ivory towers of universities. First, companies rely on macroeconomic forecasting in their strategic planning and budgeting and for gaining insight about customers and competitors. And macroeconomic theory underlies much of government policymaking. Since the late 1970s, for example, the U.S. government's deregulation of airlines, banking, utilities and communications grew out of a tacit belief in market efficiency and rationality. The Obama administration may be the first to seriously challenge efficient market assumptions since the Reagan era of the 1980s, amid its attempt to restrain executive compensation and set up a new consumer protection agency to govern credit and debit card practices.

The debate isn't limited to the U.S., either. This year's Nobel Prize in economics was awarded to Elinor Ostrom of Indiana University, a political scientist, and Oliver E. Williamson of the University of California, Berkeley, an expert in conflict resolution, striking many economists as an international rebuke of the rigidly mathematical, rational-market models. "It is part of the merging of the social sciences," Yale University economist Robert Shiller told The New York Times, echoing elements of Krugman's argument. "Economics has been too isolated, and these awards are a sign of the greater enlightenment going around. We were too stuck on efficient markets, and it was derailing our thinking."

Repositioning the Field

There is no shortage of opinion on either side of the argument, including a lengthy blog by University of Chicago professor John Cochrane, who was one of Krugman's most conspicuous targets. Cochrane's blog asserts: "The case for free markets never was that markets are perfect... [but that] government control of markets, especially asset markets, has always been much worse.... Krugman at bottom is arguing that the government should massively intervene...."

Much of the debate will indeed be played out in the public policy arena. The rational behavior framework, dominant for the past 30 years, dictates one set of public policy conclusions -- the wisdom of further deregulation, for example, coupled with fiscal restraint on the part of governments. But a new framework influenced by behavioral economics might dictate others -- tighter regulation, say, in addition to continued stimulus spending and different taxation. "There is much to recommend what the neoclassicists have been doing for 30 years," says Wharton business and public policy professor Jeremy Tobacman. "But you have to be sensible and apply some intuition."

Robert Stambaugh, a Wharton finance professor, cautions that the rational markets point of view is just a model, "and like any model, it's wrong -- because all abstractions are deficient to some degree. The greater question is, so what?" It could be that behavioral economics will be used more now to remedy the neoclassical model's flaws because it offers rich new insights into human patterns of irrationality. Even so, Stambaugh doubts it will replace the rational behavior model altogether. "It may be that relying on market-based solutions is a bad idea and leads to all sorts of terrible things, but it's like that saying about democracy -- 'the worst imaginable form of government except for all the others.' And if beating up on the rational market view of the world becomes a way of justifying a greater degree of government intervention or some theory of non-market solutions, I think we need to be suspicious."

According to Wharton finance professor Jeremy Siegel, the freshwater market view of macroeconomics has dominated academic thinking and government policymaking in recent decades in part because behavioral economists haven't been able to produce the same degree of analytical rigor as the rational economists have. Now that may be changing. Siegel sees the field of macroeconomic forecasting repositioning itself, with attempts at understanding how people form expectations and how periods of economic stability breed over-optimism and encourage high debt levels. "We may be moving toward a more behavioral, Keynesian way of viewing economic crises, and that would be a healthy change," he says.

Rational vs. Irrational?

The basic elements of the freshwater/saltwater debate are straightforward. The freshwater markets viewpoint rests strongly on the efficient markets hypothesis, or EMH, as propounded by the University of Chicago's Eugene Fama in the 1970s and later bolstered by Chicago's best-known neoclassicist, Milton Friedman. EMH argues that in any free market, competition among investors and entrepreneurs invariably drives prices to their correct levels. EMH does not assume rationality on the part of each player, merely on the part of markets as a whole. Therefore, the rationalists argue, free markets always make unbiased forecasts, even if they prove incorrect. EMH does not say the market price is always right, merely that it reflects all known information at any given moment.

Like a natural science, freshwater economics lends itself to complex, often elegant mathematical modeling. The freshwater view is that consumers, offered an array of choices, will select the one that is best for them -- a straightforward assertion that can be neatly expressed in mathematical formulae.

In contrast, many assertions made in behavioral economics are more challenging to express mathematically. "Behavioralists" argue that consumers don't always act in their own interests, especially when they fail to understand the choices on offer or succumb to irrational impulses involving those choices. For example, employers in the U.S. had been frustrated by the low participation of employees in company savings plans, despite the benefits the plans could offer the vast majority of workers. Employee participation jumped significantly when the government permitted companies to make savings plan enrollment automatic unless an employee checked a box to opt out of it. In other words, the government policy helped companies combat an employee's negative impulse -- but such impulses are inherently vague and difficult to define.

Unlike in freshwater economics, behavioral economics focuses primarily on the bounds of rationality. Behavioral economists assert that markets are often "informationally inefficient," with much of the inefficiency stemming from patterns of irrational behavior that cognitive psychology can document and measure. In an article titled "Behavioral Finance," published in the Pacific-Basin Finance Journal, Jay R. Ritter from the University of Florida notes that such patterns include:

So, does the recent economic crisis mean victory for behavioralists at the freshwater school's expense? Yes and no, according to a sampling of Wharton faculty. "It has been a crisis for the entire economics field," says operations and information professor Katherine Milkman, who specializes in behavioral decision making. Macroeconomics failed to predict last year's historic meltdown, but equally, microeconomic precepts have long been the basis for aligning executive incentives with the interests of companies and their shareholders. Milkman argues that the misalignment of interests was a major cause of last year's turmoil, but so was the immense complexity of mortgage derivatives and other financial instruments. "The assumption that we can perfectly anticipate future outcomes of highly complex systems is absurd," she says.

While agreeing that macroeconomic forecasting has relied heavily on the rational behavior model in recent decades, Milkman does not believe that dependence was entirely misplaced. "In any field, it's important to solve the biggest problems first," she notes -- and viewing people as optimal decision makers was the right way to begin. At the same time, she sees the recent failure of economic forecasting as having brought about a sea change. "Now, economics has gone from viewing humans as perfectly rational and consistent to saying, 'People are inconsistent and flawed in making their decisions, but we can analyze the inconsistencies and factor them into a new model.'"

A Call to Arms

Justin Wolfers, a Wharton professor of business and public policy, concurs that the downturn drew attention to important flaws, not just in the efficient markets model, but also more generally in macroeconomists' understanding of the marketplace. "The fact that there could be large-scale banking panics, that there was a shadow banking system that the regulators didn't have a lot to say about -- these elements have not been a large part of macroeconomic theorizing over the past two decades," he notes. However, the field of macroeconomics won't necessarily radically alter its course as a result. True, says Wolfers, "there is widespread public anger directed at macroeconomists right now, but there is also widespread anger at the meteorologists every time it rains."

According to Wolfers, "Most of the successes of economic policy of the last two decades remain intact. For example, economic theory is now widely accepted as a starting point for analyses of law, sociology, psychology and all sorts of social issues." Nonetheless, he argues, macroeconomics needs to become both more data-driven and more empirical, with greater emphasis on how consumers and investors behave and make decisions. Public disillusionment with macroeconomic forecasting, he adds, should be a "call to arms" for all economists. "It's clear that the downturn entailed important issues that all economists should be thinking about and that each subfield of economics -- not just macro -- has something to contribute."

Why Economists Failed to Predict the Financial Crisis

May 13, 2009 | Knowledge@Wharton

There is a long list of professions that failed to see the financial crisis brewing. Wall Street bankers and deal-makers top it, but banking regulators are on it as well, along with the Federal Reserve. Politicians and journalists have shared the blame, as have mortgage lenders and even real estate agents.

But what about economists? Of all the experts, weren't they the best equipped to see around the corners and warn of impending disaster?

Indeed, a sense that they missed the call has led to soul searching among many economists. While some did warn that home prices were forming a bubble, others confess to a widespread failure to foresee the damage the bubble would cause when it burst. Some economists are harsher, arguing that a free-market bias in the profession, coupled with outmoded and simplistic analytical tools, blinded many of their colleagues to the danger.

"It's not just that they missed it, they positively denied that it would happen," says Wharton finance professor Franklin Allen, arguing that many economists used mathematical models that failed to account for the critical roles that banks and other financial institutions play in the economy. "Even a lot of the central banks in the world use these models," Allen said. "That's a large part of the issue. They simply didn't believe the banks were important."

Over the past 30 years or so, economics has been dominated by an "academic orthodoxy" which says economic cycles are driven by players in the "real economy" -- producers and consumers of goods and services -- while banks and other financial institutions have been assigned little importance, Allen says. "In many of the major economics departments, graduate students wouldn't learn anything about banking in any of the courses."

But it was the financial institutions that fomented the current crisis, by creating risky products, encouraging excessive borrowing among consumers and engaging in high-risk behavior themselves, like amassing huge positions in mortgage-backed securities, Allen says.

As computers have grown more powerful, academics have come to rely on mathematical models to figure how various economic forces will interact. But many of those models simply dispense with certain variables that stand in the way of clear conclusions, says Wharton management professor Sidney G. Winter. Commonly missing are hard-to-measure factors like human psychology and people's expectations about the future, he notes.

Among the most damning examples of the blind spot this created, Winter says, was the failure by many economists and business people to acknowledge the common-sense fact that home prices could not continue rising faster than household incomes.

Says Winter: "The most remarkable fact is that serious people were willing to commit, both intellectually and financially, to the idea that housing prices would rise indefinitely, a really bizarre idea."

Although many economists did spot the housing bubble, they failed to fully understand the implications, says Richard J. Herring, professor of international banking at Wharton. Among those were dangers building in the repo market, where securities backed by mortgages and other assets are used as collateral for loans. Because of the collateralization, these loans were thought to be safe, but the securities turned out to be riskier than borrowers and lenders had thought.

The Dahlem Report

In a highly critical paper titled, "The Financial Crisis and the Systemic Failure of Academic Economists," eight American and European economists argue that academic economists were too disconnected from the real world to see the crisis forming. The authors are David Colander, Middlebury College; Hans Follmer, Humboldt University; Armin Haas, Potsdam Institute for Climate Impact Research; Michael Goldberg, University of New Hampshire; Katarina Juselius, University of Copenhagen; Alan Kirman, University d'Aix-Marseille; Thomas Lux, University of Kiel; and Brigitte Sloth, University of Southern Denmark.

"The economics profession appears to have been unaware of the long build-up to the current worldwide financial crisis and to have significantly underestimated its dimensions once it started to unfold," they write. "In our view, this lack of understanding is due to a misallocation of research efforts in economics. We trace the deeper roots of this failure to the profession's insistence on constructing models that, by design, disregard the key elements driving outcomes in real world markets."

The paper, generally referred to as the Dahlem report, condemns a growing reliance over the past three decades on mathematical models that improperly assume markets and economies are inherently stable, and which disregard influences like differences in the way various economic players make decisions, revise their forecasting methods and are influenced by social factors. Standard analysis also failed, in part, because of the widespread use of new financial products that were poorly understood, and because economists did not firmly grasp the workings of the increasingly interconnected global financial system, the authors say.

One result of this, argues Winter, who is not one of the authors but agrees with much of what they say, is to build into models an assumption that all market participants -- bankers, lenders, borrowers and consumers -- behave rationally at all times, as if they were economists making the most financially favorable choices. Clearly, he says, rational behavior is not that dependable, or else people would not do self-destructive things like taking out mortgages they could not afford, a key factor in the financial crisis. Nor would completely rational executives at financial firms invest in securities backed by those risky mortgages, which they did.

By relying so heavily on the view of humans as rational, the paper's authors argue, economists ignore evidence of irrational behavior that is well documented in other disciplines like psychology and sociology. Even if an individual does act rationally, economists are wrong to assume that large groups of people will react to given conditions as an individual would, because they often do not. "Economic modeling has to be compatible with insights from other branches of science on human behavior," they write. "It is highly problematic to insist on a specific view of humans in economic settings that is irreconcilable with evidence."

The authors say economists badly underestimated the risks of new types of derivatives, which are financial instruments whose value fluctuates, often to extremes, according to the changing values of underlying securities. Traditional derivatives such as stock options and commodities futures are well understood. But exotic derivatives devised in recent years, including securities built upon pools of mortgages, turned out to be poorly understood, the authors say. Credit default swaps, a form of derivative used to insure against a borrower's failure to repay a loan, played a key role in the collapse of American International Group.

Rather than accurately analyzing the risks posed by new derivatives, many economists simply fell back on faith that creating new financial products is good, the authors write. According to this belief, which was promoted by former Federal Reserve chairman Alan Greenspan, a wider variety of financial products allows market participants to place ever more refined bets, so the markets as a whole better reflect the combined wisdom of all the players. But because there was not enough historical data to put into models used to price these new derivatives, risk and return assessments turned out to be wrong, the authors argue. These securities are now the "toxic assets" polluting the balance sheets of the nation's largest banks.

"While the economic argument in favor of ever new derivatives is more one of persuasion rather than evidence, important negative effects have been neglected," they write. "The idea that the system was made less risky with the development of more derivatives led to financial actors taking positions with extreme degrees of leverage, and the danger of this has not been emphasized enough."

'Control Illusion'

When certain price and risk models came into widespread use, they led many players to place the same kinds of bets, the authors continue. The market thus lost the benefit of having many participants, since there was no longer a variety of views offsetting one another. The same effect, the authors say, occurs if one player becomes dominant in one aspect of the market. The problem is exacerbated by the "control illusion," an unjustified confidence based on the model's apparent mathematical precision, the authors say. This problem is especially acute among people who use models they have not developed themselves, as they may be unaware of the models' flaws, like reliance on uncertain assumptions.

Much of the financial crisis can be blamed on an overreliance on ratings agencies, which gave complex securities a seal of approval, says Wharton finance professor Marshall E. Blume. "The ratings agencies, of course, use models" which "grossly underestimated" risks.

"Any model is an abstraction of the world," Blume adds. "The value of a model is to provide the essence of what is happening with a limited number of variables. If you think a variable is important, you include it, but you can't have every variable in the world.... The models may not have had the right variables."

The false security created by asset-pricing models led banks and hedge funds to use excessive leverage, borrowing money so they could make bigger bets, and laying the groundwork for bigger losses when bets went bad, according to the Dahlem report authors.

At the time, few people knew that major financial institutions had become so heavily leveraged in real estate-related assets, says Wharton finance professor Jeremy J. Siegel. "Had they not been in that situation, we would not have had the crisis," he says. "We may not even have had a recession.... Macro economists really hadn't talked about it because these structured financial products were relatively new," he adds, arguing that economists will have to scrutinize the balance sheets of major financial institutions more closely to detect mushrooming risks.

Lessons Not Learned

Prior to the latest crisis, there were two well-known occasions when exotic bets, leverage and inadequate modeling combined to create crises, the paper's authors say, arguing that economists should therefore have known what could happen. The first case, the stock market crash of 1987, began with a small drop in prices which triggered an avalanche of sell orders in computerized trading programs, causing a further price decline that triggered more automatic sales.

The second case was the 1998 collapse of the Long-Term Capital Management (LTCM) hedge fund. It had built up a huge position in government bonds from the U.S. and other countries, and was forced into a wave of selling after a Russian government bond default knocked bond prices down.

"When there's a default in one kind of bond, it causes reassessment of all the risks," says Wharton economics professor Richard Marston. "I don't think we have really fully learned from the LTCM crisis, or from other crises, the extent to which things are illiquid." These crises have shown that market participants can rely too heavily on the belief they can quickly unload securities that decline in price, he says. In fact, the downward spiral can be so rapid that it leaves investors with losses far larger than they had thought possible.

In the current crisis, he says, economists "should get blamed for the overall unwillingness to take into account liquidity risk. And I think it's going to force us to reassess that."

Academics also are beginning to reassess business-school curricula. Wharton management professor Stephen J. Kobrin recently moderated a faculty panel that talked about a wide range of possible responses to the crisis. Among the issues discussed, he says, was whether Wharton's curriculum should include more on regulation and risk management, as well as executive education programs for regulators and other government officials.

Kobrin said he believes many academics share "an ideological fixation with free markets and lack of regulation" that should be reexamined. "Obviously, people missed the boat on a lot of the risks that a lot of financial instruments entailed," he says. "We need to think about what changes are needed in the curriculum."

Michael · 28 weeks ago

Economists have largely become cheerleaders to support the crummy securities their employers sold and data point predictors and revisors of estimates on un-influential series of data. They have fallen lock step in with one another competing to predict the output of widgets in Timbuktoo or where ever and of course its global significance. As they left university they left their critical ability behind. Why? Because their employers want team players who think outside the box. At least that's what the job ad says. In reality the nonsense they spouted such as 'end to boom bust cycles' only indicated their hubris and poverty of knowledge of economic history, rendering any strategic input they have largely useless. But should we confine criticism to privately employed economists? No! Hands up the Central Banks who were blithely tightening interest rates while sailing into this storm, crushing aggregate demand to boot - not every one all at once please!
 
Michael, are you implying that the central bankers of the world should have been loosening, rather than tightening, even in 2005 and 2006?
1 reply · active 28 weeks ago
 
It's not only economist who are being disconnected from the real world. Same applies to many finance and possibly other professionals. Besides profit and greed considerations, I believe people from the Wall Street, who developed all these mortgage based CDOs and similar securities, have little understanding how the real estate market and the economy in general works. Most probably, these finance professionals are just sitting in front of computers and play with different models and numbers. Then they come up with some highly profitable and low risk (based purely on computer statistical models with little connection to the reality) securities, have S&P and Moody's rate these papers as AAA, and sell to the banks, funds, and investors that mostly follow strict rules like "buy AAA securities only".

This reminds me of the Soviet Union (or any planned economy for that matter). People in Moscow were making plans on what kind of shops should be operated in some remote locations without deep (or maybe little) knowledge of these regions, relying primarily on statistics. Obviously, making complex economic decisions that are detached from the reality led ultimately to the demise of the USSR. Similarly, investment bankers, economists, and other professionals who rely heavily on statistics and have little working knowledge of the subject will have difficulty in producing correct decisions in the long-run.

I agree that training in certain professions should be revised considerably. Mintzberg has a great book: "Managers Not MBAs". There, he discusses the major issues in the educational system focusing primarily on preparing MBAs. A key point from this book, for me at least, is that managers (and others in the business world) should be close to the customers and have constant interaction with the clients and reality in order to come up with the products and make decision that will provide the most value to the society.
1 reply · active 28 weeks ago
 
 

K Subramanian · 28 weeks ago

There were several factors which blinded economists. The most important was the smugness among many of them that economics had become a science comparable to Physics or Chemistry. If only they had read the last chapter of the BIS Annual Report for 2007, they would have become saner.

Its morganitic marriage with mathematics was its undoing - it added an air of certainty and extra elegance to the pretention that Economics was indeed a science. Lastly, in an era of computers and modelling, it was not only a fashion but a way of making big money to adopt "models" in day to day banking.. It is no use blaming it on the incentive structrue.

Regulatory who should have been more circumspect, ignored the warnings of Governor Gramlich, and were worhipping the 'innovations.' Bankers got the wrong mesage from the lTCM episode - they were confident that the Fed would bail them out if there were a crisis.
 
Why are we blaming Economists. The blame should go to all stakeholders of the economy. Any one who has little understanding of the economic activities and keep track of those data can feel that some thing was wrong with our economy in 2007. It was too much irrational optimism. Change was taking place but we did not want to notice it- story of frog in a jar. I was really feeling unconfortable with all economic indicators / data for two years culmnating in December 2007.
Yes the causes are too much dependence on Efficient Market theory, mathematical models forgeting the facts that models would generate output based on our assumptions - suiting us and finally credit creation by bank and non-banking industries.
But again our memories are weak so far finance markets go. There were many such financial / economic crises in the past but we forget them fast or don't want to heed them. Therefore in my opinion we will continue to expereince such irrational exuberance from time to tome due to animal spirits we human beings have.
 
 

K Subramanian · 28 weeks ago

Unfortunately, we have to blame the economists as they have become standard bearers. It is not suggested that they should not play any role. Rather, it is the plea that they should do it with moderation and realism. They should not be carried away by ideologies (read, markets), fads and catchwords. In retrospect, it is surprsing that for nearly two decades they worshipped monetarism and lost all touch with real economy and the relationship between money and real economy. We are paying a heavy price indeed, considering the trillions of dollars going down the drain.
1 reply · active 28 weeks ago
 
The con was in 5 years ago when 'finance professionals' constructed bonus lead transactions, overlaying 90 odd years of default experience across known Rating Agengy statistical models to produce paper with an 'average Rating' of AAA and a credit history of 15 years. This junk was foisted on a the gullible world. Not even close inspection was needed to reveal seriously flawed underlying portfolios.
I mean in considering an ordinary CDO (corporate bonds) would a sane money manager equally weight a AAA with a BB-? No wonder Moodys profits are down, structuctured securities are their most profitable area.
As to risk management, when all use the same risk model, all run to the exit when the risk book tells them to as the Michael above accurately observes.
 
Adding what has been written above is basically the politics has a main roll to the cause mainly to hamper the new administration and allot of the causes has been dumped underneath the reality carpet.
 
In general, most of us think the anomaly will not happen. We ignore either ignore or overplay keen observations of the obvious.
 
 

Todd Hawkins · 28 weeks ago

Create a mathmatical/statistical model that measures GREED at different levels (i.e. consumer, gov't, bussiness, Wall St) and you'll see the bubbles forming. I'm amused by this rationality of markets argument, outright GREED leading to over-confidence got all of us into this boat. Now FEAR is bringing us back to Earth.
 
That economists failed to predict the current financial crisis has not gone unnoticed by the public and has implications for the profession's image and standing in the community. For example, see Let's Rescind The Nobel Prize For Economics
 
You nailed it Todd.

GREED !!

Many of the other arguments here remind me of sports fans debating why an athlete zigged when he should have zagged.

The ground is wet because it's raining.

It's greed. Pure, plain and simple.

BTW, not everyone burned up in the crash. Some of us recognized the greed factor and bailed well before the plane hit the ground.
 
Part 1

There are more lessons than you mention in the Long-Term Capital Management (LTCM) fiasco: lessons not learned and repeated in the current financial crisis.

(1) Slack Regulation/Deception and the start of LTCM

John Meriwether, a bond trader, ran a very successful arbitrage group at Salomon Brothers. One of his traders confessed to making a false bid on treasuries. Meriwether reported it, but no disciplinary action was taken. Turned out the bonder trader had lied. It was not a one-time deviation. Meriwether took the heat and was fired. He started LTCM.

Lesson: Compliance and risk management not a priority at Salomon. (Had it been a priority LTCM would not have happened.)
 
Part 2

(2) 25% bonuses on Profits

The enormous success of the arbitrage group at Salomon emboldened Meriwether to demand a new form of compensation: 15% share of profits for his traders. When he started LTCM, this practice increased to 25% -- all over and above management fees. Apparently 20% is now routine.

Lessons: (a) The temptation for huge risks with other people's money when the rewards are outrageous by any normal standards of decency. (***) (b) It is the fiduciary duty for portfolio managers to maximize profits for their clients. That goal, then, should be inherent in fund management. Pocketing any percentage of the profits is completely counter to that fiduciary duty. Their compensation should come out of their management fees.
 
Part 3

(3) Arrogance, Academia and Theoretical Mathematical Models

The founders of Long-Term Captal Management included Myron Scholes and Robert C. Merton, who along with Fischer Black, invented the Black-Scholes fairy option pricing model. Other elite included David Mullins, once a vice chairman of the Board of Governors of the Federal Reserve System, and Eric Rosenfeld from MIT and Harvard. Myron Scholes boasted they would make money by being a vacuum sucking up nickels that no one else could see. (*) LTCM's strategy was arbitrage and relative value convergence trading – hedging systematic risk to zero, using computer and theoretical models.

Lesson: Academic models, theories and assumptions fail miserably in the real world. Academic arrogance has no place on Wall Street.
 
Part 4

(4) Prerequisite for Change

To change, improve and move forward, we have to first acknowledge what is wrong. I have just watched a video of Eric Rosenfeld lecturing students at MIT about LTCM. (**) In my view, his arrogant, unrepetant and delusionary view of the events is staggering -- and there he is lecturing the next generation of Wall Street.

Lesson: The government, greed, easy credit, low interest rates, housing bubble, risky derivatives, etc. have been paraded before us as the culprits of the current financial crisis. We need to add universities and teaching methods to the mix.
..............................

By the way, you say: "But exotic derivatives devised in recent years, including securities built upon pools of mortgages, turned out to be poorly understood." What do you mean by "recent years"? Mortgage backed securities have been around for over 30 years.

(*) http://www.sjsu.edu/faculty/watkins/ltcm.htm
(**) http://www.marketfolly.com/2009/05/long-term-capi...
(***) Small portion of LTCM's investments included the partners' capital.
1 reply · active 28 weeks ago
 
The academic models are based on fairly restrictive assumptions as stated before. When there is human interference returns will obey a Weibull pdf in many cases. The normality assumption breaks down. How much research has been done in this field?

How is volatility measured, over a period of 5 days, 10 days or whatever the analyst chooses?!.
 
Wharton does not need to include 'regulation' in its business curriculum. It would be far more intelligent to acknowledge that free-market capitalism and central banking cannot and never have co-existed. The irrational mortgage-backed securities were a tool used by the financial industry to implement US Federal policy that everybody (without regard to individual worth) should own a home. The Federal Reserve system and the banking industry were just cogs in the machine, dutifully implementing Congressional blather. We are experiencing a failure of socialism (Keynesian economics is tool of socialism), not a failure of the free market system. If there is a central bank, there is no free market system. The idea that free-market capitalism and central banking can co-exist is a Keynsian-induced delusion; the recent past (and more to come in 2010) is the death of that delusion.
 
The first clue to anyone understanding economics was the deal President Clinton and his Justice Department made with banks to award house loans to the poor in order to increase "minority" home ownership. We had the government using the money of other people for low income housing which is not unusual but in this case they used the money of our bank system. How does a bank loan money to a poor person? They don't check the borrower's data on the loan application.

Anyone paying attention at the time Clinton and his bankster pals devised this plan, knew it was insane and dangerous for the financial health of the banks and a fraud for investors who bought the loans. If the banks were willing to enter into this irresponsible agreement with their investors' money you have to ask yourself, what else are the shysters doing to wreck the banking system? What leglislation was involved to enrich the banksters was involved in the deal with the politicians? Take a guess. (continued)
 
Corrupting the banks worked out well for Clinton and Bush who both ran on their great record of getting minorities into "home ownership." It worked for the limo liberal banksters making them look like generous gift givers to the worthy cause of making minorities "rich" by getting them into the hot market (they did not mention the bad loan deals). To liberals and "compassion conservatives" business is politics and politics is business.

Why would not the University economists toss their cookies over this fascist corruption of the banking system. Are they going to be the Democrat Party smeared racists trying to keep minorities out of home "ownership"? Hell no. The the "smart" people in America are unified corrupt cowards. (continued)

There were a few Republicans sounding the alarm in the House and eventually Bush raised an alarm. They were shouted down by Democrats (Barney Frank and the Congressional Black tribal caucus) as racists.
1 reply · active 23 weeks ago
 
As you said: "It's not just that they missed it, they positively denied that it would happen,"

So true.
But I think the issue is larger than just that economists failed to see the importance of banking.

One is a theological notion, touted by Adam Smith, that the markets are governed by the "invisible hand". Although Smith's important and insightful work was deservedly highly influential, (and nevertheless can even be read and understood by ordinary persons--unlike most present day academic economic writing.) The "invisible hand" has unconsciously become part of the theological basis of academic economics. Thus it is assumed that (1)economies will naturally find an outcome in equilibrium with least imposition of any rules and (2) Whenever people follow their own self interest, this will result in the best macroeconomic outcome.

The second difficulty is the artificial abstraction imposed by the mathematical formalism imposed in the name of precision. This gives answers which can be highly precise, but where unfortunately the reality has been abstracted to the point where the real problems are obscured because they can't be easily modeled..
 
I say it's greed with laziness.

As Reagan said, US had stopped innovating on tangible engineering for a few decades and was busy finding ways to make money reproduce by itself.
1 reply · active 27 weeks ago
 
When I returned for my master's, I immediately recognized that very little useful knowledge would be gained from my economic classes, though I was required to take them. After years of being in business, there was a complete disconnect between economics and the real world. Nothing will change until the field of economics dumps this insane obsession with an idealized, mathematically elegant theoretical base, and starts studying what is, rather than what plugs in to differential equations. I love math, but our mathematics is not complex enough to accurately predict human behavior in all its irrational glory.
 
 

economicsmything · 27 weeks ago

What about teaching the economics of crime aka 'real world experience'. Every economist should have an internship on Wall Street and not be so naive like Greenspan that thought corporate executives were trustworthy. Let all economists drink the kool aid hide behind the discombobulated math models aka 'the black box'. I recently took a PHD class in econometrics and once I saw what was inside the black box I laughed. Just keep adding filters upon filters and that will spit out the magic number. I agree economics must return to it's roots as a social science and begin looking at behavior rather than black box models of kool aid drinkers.

The Myth of the Rational Market: A History of Risk, Reward, and Delusion on Wall Street (Hardcover)

Markets are mainly efficient in separation of fools and their money...
4.0 out of 5 stars A Failed Scientific Revolution, October 24, 2009 By R. Albin (Ann Arbor, Michigan United States) - See all my reviews

This is a good, journalistic account of a failed scientific revolution with substantial public consequences. Fox's goal is not a detailed scholarly history but rather an accessible popular account that gives the general public an idea of how these ideas evolved and why they had such impact. By the late 1960s, a number of economists had accomplished work that seemed to indicate that financial markers were "rational." Specifically, this meant that stock prices reflected the actions of well informed rational agents maximizing utility and that while individuals departed from rationality, the market as a whole was rational and stock prices reflected "fundamental" features of the status of companies. From this conclusion flowed many interesting consequences. The rational market hypothesis allowed the first calculation of the value of options. In turn, this seems to have encouraged the development of financial instruments such as a variety of derivatives based on the idea that properly constructed derivatives would allow management of risk more efficiently than market regulation. The idea that CEO performance should be evaluated by stock price value is also partly a result of the basic hypothesis. Propagated throughout American departments of economics and many business schools, this tool kit of ideas was an important contributor to the deregulation of financial markets and the general enthusiasm for untrammeled markets. In the last couple of years, the failure of these ideas become apparent in a nearly catastrophic fashion.

Fox makes clear, however, that problems with this set of ideas appeared well before the present crisis. A number of important economists demonstrated flaws of different aspects of the models. The influential Joseph Stiglitz disproved the strongest form of the efficient markets idea, and Robert Schiller pointed out both logical flaws and presented data contradicting the model. Eugene Fama, one of the principal architects of the theory himself presented data undermining the model and had to introduce ad hoc modifications that compromised the integrity of the model. Many aspects of these models were based on data assumed to follow normal distributions but this assumption proved to be incorrect.

What accounted, then, for the remarkable success of this set of models in the academy, earning some of the originators Nobel prizes and generous consulting fees? Fox's answer is a combination of scientific hubris and institutional defects. He suggests that many of the originators of these ideas were simply intoxicated with their achievements and driven by what they perceived as the logical and mathematical beauty of their concepts. Many also worked within business schools where there was an emphasis on methods for investing and management, which these ideas seemed to produce, and a less rigorous intellectual environment than regular economics departments.

These are very good points, though I suspect that Fox underestimates the importance of ideological factors. As he himself points out, many of these ideas emerged from the University of Chicago, where the dominant figure was the brilliant but somewhat nutty libertarian economist Milton Friedman. In a classic vicious cycle, the efficient market idea and its progeny were both driven by and a driver of the general conservative tone of American life in the past 30 years.

While Fox does a reasonably good job of explaining the basic ideas but I think the exposition could have been improved significantly. How many people, for example, really know what constitutes a normal distribution? Fox understandably avoids equations but a few well done figures and simple equations would have enhanced understanding considerably. Fox also doesn't discuss well, I think, one of the major reasons why these ideas had such power. The last 50 years were in many respects a period of relative macroeconomic calm and stability in financial markets (The Great Moderation), at least as compared with the first half of 20th century and late 19th century. Many interpreted this relative calm as a result of success of market self-regulation. As conceded recently by Robert Lucas, himself one of the originators of this set of ideas, the relative calm had a great deal to do with the success of New Deal era regulation and activist central banking.

4.0 out of 5 stars Very interesting history of a deeply irrational economic theory, September 17, 2009
By  Richard Gibson "Rick Gibson" (Woodland Hills, CA) - See all my reviews
Amazon Verified Purchase(What's this?)
Economists tend to be love with theory. They tend not to like reality quite so much. As a rule, their odd views are confined to the academy. Once in a while, they spill out into the real world and do some real damage.

In this book, Justin Fox tells the history of one such academic attack on reality. He begins, very dramaticaly, with an account of Allan Greenspan's appearance before Congresss, in which he confessed that the Crash of '08 proved that his opinions had been deeply, deeply wrong. What were these views? Greenspan believed that the markets are always right. Thus, if real estate prices were through the roof, why then, by golly, that meant that real estate was just worth much more than it used to be worth. The market is always right. (Query. If the markets are always right, why then did the Fed under Greenspan need to prop them up, with huge infusions of liquidity, whenever they fell? Funny. In Greenspan's world, an up market is always right and should be left alone. A down market is horrifyingly wrong and calls for energetic government intervention. This is just a personal aside. Fox did not comment on this particular contradiction in Greenspan's worldview.)

To a practical person, this view sounds insane, as it was. Yes, the markets tend to be right, over a long period of time, but at any given moment the markets are almost always out of adjustment. For those tuned into reality, there is such a thing as the business cycle. In the business cycle, the market tends to push prices way above reality, in the boom, and then way below reality, in the bust. Any one who has actually done business for any length of time knows this is true, not as a matter of theory, but through his own experience. This is reality. You can argue about why it happens, but a sane person can not argue that it does not happen.

That did not stop a long line of famous and celebrated economists from arguing the contrary. Fox tells their story here. There is no business cycle, they said. Markets always get everything right, not over the long haul, but right now, faster than a speeding bullet. And, if you do not believe this, they have lots of nifty mathematical equations, which proved it.

While the story drags now and again, by and large, I thought it was fascinating. Fox brings back to life a whole parade of now mostly forgotten figures. God willing this history is now just that, history, because this particular piece of academic idiocy was so totally disproven by the Crash of '08 that no one will ever believe it again. But that gives leaves a market hole for the next piece of academic idiocy, which I am sure will be along shortly.

5.0 out of 5 stars An Entertaining Overview of Academic Mistakes and Hubris, September 16, 2009
By Professor Donald Mitchell "Jesus Makes Me a P... (Boston) - See all my reviews

"You say to God, 'My beliefs are flawless and I am pure in your sight.'" --Job 11:4

I know of no field of study filled with more methodological errors than the study of how markets work. Someone was bound to see the humor in all the people with big egos winning global honors for ideas that someone new to the subject could point out were obviously wrong. Indeed, many professors have been wearing no clothes for a long time and were proud of it.

I'm impressed that it is a former Fortune editor who appreciated the irony of the story and wrote about it in human terms. That magazine has had a history of jumping on the band wagon of bad economic ideas. Good for Justin Fox.

The ultimate irony of this subject is that in 2059, hundreds of thousands of young business school students will probably still be taught the inaccurate theories that were finally shown to be wrong in the last two decades. I would wager that few people today realize that most of the advocates of the efficient market theory have pulled in their horns in the face of strong evidence to the contrary. Hopefully, this book will help.

It must have been a tough book to write. The key points could have been summarized in a short article. The full story would take many volumes. For the most part, Mr. Fox seems to have kept his story at the right level to show how a small club of economists happily misled those who read their work for a long time based on assumptions that no one would have agreed resembled the real world. The Capital Asset Pricing Model, for instance, had its assumptions revised every few years by academics for a long time in a vain attempt to sustain it. Yet today, I would bet that most Chief Financial Officers of major companies still make decisions based on CAPM (or its near cousins) despite the theory clearly being wrong.

The "prize-winning" economics were writing about the world as they would like to have it: human beings as rational decision-makers where the highly intelligent quickly move out those who aren't. As we have seen, smart people can also outsmart themselves . . . such as by assuming that they have no effect on markets even when they take huge positions that cannot easily be liquidated (Long-Term Capital Management was an example).

The book's main weakness is that it doesn't pay enough attention to the role of company managements relative to financial markets. Also, the silliness of much of the advice for corporations that academics and consultants have peddled for the last 50 years isn't revealed.

My own view (based on many years of unpublished research during the years when no one thought that psychology played any role in markets and wouldn't publish such research) is that the markets are more efficient than is currently believed . . . when you know how to measure them. But the current measurements are hopelessly flawed and I know of no current academic research to correct those measurement errors. It may well be that someone will be able to write an updated version of this book about the silliness of today's ideas about markets in 50 years. I don't doubt that the opportunity to do so will exist

4.0 out of 5 stars Review of Myth of the Rational Market, August 23, 2009
By Stephen Perrenod (singapore) - See all my reviews
 
The author reviews the development of the quasi-scientific 'efficient market hypothesis' into the dominant financial orthodoxy and then the counter-revolution against the orthodoxy, and increasing interest in "behavioral finance." This efficient market orthodoxy has heavily influenced everything from the way mutual funds, pension funds and individual investors have invested in the market to the increasing short-term focus of CEOs and the heavy use of options as compensation incentives. Recent years have probably seen the orthodoxy perversely create more volatility and instability in the marketplace (stability breeds instability) and in the mainstream economy due to the incentives to financial institutions to pursue riskier and riskier strategies under the dangerous assumptions of non-correlated security classes and normally distributed 'random walk' style returns.

Justin Fox builds this interesting and important story over a one hundred year period beginning in the first decade of the 20th century through the present, emphasizing the key players (including many Nobel prize winners) in economic and financial theory and their contributions to and viewpoints of the topic at hand. He covers many of the repeated failures of rational market pricing assumed by the orthodoxy, including the 1929 and 1987 (and 2007-09) market crashes, the collapse of the Nobel Laureate advised Long Term Capital hedge fund, the dot.com bubble and the recent real estate bubble and subprime and CDO/CDS crisis. Even one of these events statistically had an extremely low probability - according to the 'efficient market' models - of occurring within the one hundred year period. For all of them to have occurred is statistically impossible during the lifetime of our universe - according to the models. Ergo, the models are an insufficient description of reality.

The treatment is technical (but without equations) and is a good read for those who are interested in the theories which explain and shape economic and financial history. As an astrophysicist by training, I found some of the analogies to physics somewhat misplaced, but the author has a good grasp of the subject and conveys it well for a non-technical reader. He makes the personalities and the battle of ideas come alive as well.

5.0 out of 5 stars 4.5 stars-The egregious misuse of the Normal distribution by the economics profession in order to appear " scientific ", July 19, 2009

By  Michael Emmett Brady "mandmbrady" (Bellflower, California ,United States)

Fox's book represents a substantial improvement over Bernstein's " Against the Gods " in that he demonstrates the intellectual bankruptcy of a profession that is primarily interested in maintaining the appearance of being " scientific " rather than being a science.Fox covers the issue but refrains from drawing the logical conclusion that a profession that uses no goodness of fit tests or exploratory data analysis BEFORE it assumes a normal (log normal) distribution is not a science at all but a profession that wants to maintain the appearance of being scientiific.

In his 1939-40 exchange with Tinbergen over Tinbergen's use of multiple correlation and regression analysis to explain changes in investment over the business cycle,Keynes asked Jan Tinbergen very politely to apply the Lexis Q test [ Keynes dealt with the special case nature of the normal distribution ,upon which multiple correlation and regression analysis rests,in chapters 17 and 33 ( A Treatise on Probability,1921,pp.414-422 ,especially footnote 1 on p.420)] to show or demonstrate that the time series data was homgeneous, uniform and dynamically stable over time. Tinbergen's response to Keynes contained no Lexis Q test ,no goodness of fit test ,and no exploratory data analysis.Tinbergen never supplied any such analysis to support any of his Normal distribution based multiple correlation and regression results in his lifetime. The answer is that Tinbergen JUST ASSUMED Normality.Keynes has been constantly attacked by econometricians ever since because he pointed out that they were just presuming in assuming a Normal distribution .In his last address before the econometricians before he died, Schumpeter, who was well aware of the regular irregularity of the time series data on investment, had bluntly told the econometricians that their multiple correlation and regression approach ,based on the Normal distribution, would not work.Schumpeter was ignored.

Fox is to be saluted because he brings this problem ,concerning the egregious misuse of the Normal distribution by an economics profession whose main goal is to look scientific, as opposed to being scientific,into the open with his discussion of the work of Benoit Mandelbrot.Bernstein attempted to cover this up.

Mandelbrot is a scientist. His examination of the evidence overwhelmingly demonstrated that the normal distribution could not be used in any study of financial markets due to the long, thick, fat tails and extreme kurtosis of the time series data in financial markets. Osborne, a normal distribution advocate ," told his students that Mandelbrot's ideas about infinite variance (the distribution that fits the time series data best is the Cauchy distribution .Its first two moments are infinite expectation and infinite variance) were " a stew of red herring and baloney ".

Sure, there were jumps and dips in stock prices that couldn't be shoe-horned into a normal distribution...But for most purposes it was OK to ignore them " (p.135).What was the result of this anti-scientific approach by Osborne ? The result was this :" We were seeing things that were 25-standard deviation moves, several days in a row," said Goldman Sachs chief financial officer David Viniar in August 2007....Viniar's point seems to be that what had happened could not possibly have been predicted-a 25-standard deviation event should only occur every hundred thousand years.

A better explanation may be that his risk models weren't very good ."(p.316).Keynes had pointed out what was wrong with using the normal distribution as a model for financial markets in his analogy with seaworthy ships being build to withstand the relatively rare ocean storm and not just the normal ocean weather.Unfortunately,modern financial markets are NOT built to withstand financial turbulence and storms,but only "Normal" conditions.Mandelbrot's point,like Keynes's ,was that such storms occur much more often than predicted by the normal distribution.

Fox brings into the open the anti-scientific nature of the economics profession in his discussion of the efficient markets hypothesis. There are no goodness of fit tests that support the claims that the statistical time series data on price changes is normally distributed. However, this did not matter:" The overwhelming majority of research in finance in those days was no longer concerned with the question of whether markets were efficient. One just assumed that they were and proceeded from there, "(p.182).

There is a severe typographical error on p.183 in the second paragraph. Bernanke, Krugman, Summers, et. al.,are the most prominent economists of the early twenty first century, not the twentieth century.

A more important error occurs on p.319.The author incorrectly identifies Keynes's low interest rate policy recommendation for dealing with the business cycle ,from pp.321-327 of the General Theory(GT,1936), as the policy used by Greenspan from 1996-2006.Keynes's low interest rate policy includes a major second part-bank loans are not to be made to speculators and rentiers. The unsatisfied fringe of borrowers must consist of speculators and rentiers. Unfortunately, Greenspan made no effort to prevent loans from falling into the hands of borrowers who did not meet the most basic ,elementary creditworthiness standards.

In summary, Fox correctly calls into question the current foundation of neoclassical, mainstream economics, from the Black-Scholes equation, Capital Asset Pricing Model (CAPM),rational expectations, efficient market hypothesis, and Subjective Expected Utility theory to the Ptolemaic economists attempt to add more epicycles(more normal distributions) through the use of the artificially constructed ARCH,GARCH,GARCH II,FIGARCH, etc., models created by Granger and Engle in an attempt to bypass Mandelbrot's major analytic results.

All neoclassical economics is built on the assumption that the normal distribution fits the time series data best. There is no historical, statistical, or empirical evidence to support this claim. Mandelbrot has developed statistical tests that are useful in identifying when the danger signals will show up in the time series data concerning possible catastrophic results in financial markets that spread faster than a tsunami.

 5.0 out of 5 stars A great tour of economics since the 1920s, July 12, 2009
By Stephen R. Laniel (Cambridge, MA USA)

For better or for worse, the starting point for all discussions about capitalism and its failings is some sort of arbitrage principle. Let's look at the free-market argument against the possibility of racial discrimination in hiring, for instance. (I'm fairly certain I've read something like this in Posner.) Suppose you have a highly qualified black candidate who doesn't get hired, because his potential boss just doesn't like the color of his skin. The free-market response would be that someone else will swoop in and hire that person away -- may, in fact, hire him for less than an equally-qualified white candidate. Companies that are systematically racist in their hiring will be beaten by those that aren't.

There are two possible ways of interpreting the arbitrage principle in here. Either a) all companies will behave in a rational way, which would actually make racist hiring impossible, or b) some smart company will behave rationally, thereby beating its racist competitors. Inasmuch as we agree that racist hiring exists, we can rule out a). Besides, like any evolutionary-type argument, the claim isn't that all actors or all organisms act in a certain way, just that competitive pressure will eventually force a particular outcome.

In any case, even b) depends rather sensitively on the structure of the market. If there are infinitely many companies competing for customers, then even the tiniest inefficiency -- racism, say -- will be ruthlessly purged from the market. If there are only a few car manufacturers, on the other hand, then inefficiencies may last for a very long time.

You might be asking why I've even bothered to advance the infinitely-many-competitors alternative here. You might also be asking why I'm starting with an arbitrage principle rather than the rather more obvious fact there there exist racists in this world, and they don't act rationally. I think Paul Krugman hit on the answer in Development, Geography, and Economic Theory: putting the irrational elements of the human brain into a model turns out to be hard, at least if you're going to cross all your mathematical Ts and dot all your mathematical Is in the way that economists trust. Another way to put it is that the perfect-competition model fits together in a way that few rival theories have yet been able to match. The Myth of the Rational Market quotes Richard Thaler to the effect that it's the difference between being exactly wrong or being vaguely right: the alternative models know they're on to something, even if they haven't put all the pieces together yet.

I went into Myth thinking that it wouldn't understand the virtues of modeling -- that it would just be another hand-waving gesture against "those stupid economists." I have real problems with this anti-quantitative attitude. Modeling things mathematically has real virtues: speaking clearly, stating your assumptions as concisely as possible, and opening yourself up to the possibility of being proved wrong. More-orthodox economists are on to something when they suggest that behavioral economics is a collection of nice stories but nothing to build a theory on. By now it's clear to me that they're wrong about that, but their hearts are in the right place.

What's amazing about The Myth of the Rational Market is that it hits all these notes and many, many more. It explains what orthodox economists think, and why. It describes behavioral economics of the Thaler school. It describes behavioral finance of the sort that Andrei Shleifer, Larry Summers, and Brad DeLong are famous for. It describes Keynesian economics. It goes into the efficient-markets hypothesis at a decent depth. It follows Eugene Fama -- the father, if anyone can claim that title, of the EMH -- for a few decades, eventually catching him laughing at how much of a turn his own mind has taken. (Earlier, Justin Fox had found Fama praising the stock market after the 1987 crash: surely the market had just shown its genius, having collapsed quickly after it discovered new information. No one could identify what that new information might be, however. Free marketeers do often have a point that The Market Is Smarter Than You: just because an economist can't figure out why the market does something doesn't mean the economist is smarter than the market. However, it seems clear that the 1987 crash wasn't a shining hour for Efficient Market Hypothesis.)

In fact, The Myth of the Rational Market follows essentially all of the economics profession from Irving Fisher to the present, and ends ... at a draw, which is exactly where it should be. The orthodox economists are right that we need a good theoretical model of irrational behavior if we're going to do it right and if we're going to incorporate it into the successful body of rational-actor theory. The behavioral economists are right that there's too much anti-rational behavior to count it as mere diversions from "real" economics. Behavioral finance has contributed a lot to our understanding of the stock market: the concept of a noise trader, and how he interacts with a rational trader, is an important one. The fact that there are times (like now!) when arbitrageurs can't borrow as much money as they would need to capitalize on the market's irrationality, and that those times are precisely when they need money the most, is an unfortunately important one.

Fox even follows this historical evolution into places where I wouldn't have expected him to. He takes us to the Santa Fe Institute for a few paragraphs. Among other things, SFI tries to simulate, on a computer, many semi-rational economic actors buying and selling from one another, then watch the collective behavior of these simulated actors. For instance, do simulated imperfect humans ever cause a stock market to bubble and crash? Do arbitrage opportunities persist and, in fact, widen? This falls under the general heading of "microfoundations": deriving explanations for high-level phenomena out of the (partially) realistic behavior of low-level actors. If the high-level macrobehavior that fall out of the model look like the world we're used to, then that's a start. If the macrobehavior look right and the economic actors look like real, sometimes-irrational people, then we're on to something. My limited skim of the literature suggests that we're not there yet.

Whether we get the models right matters, as a glance as today's newspapers will tell you. Whether we assume that humans are perfectly rational actors feeds directly into how skeptically we view mortgage brokers: if mortgage buyers are rational, why bother protecting them from balloon mortgages? Why be concerned that they might let Enron zero out their 401(k)s? Humans need a bit of help here and there; rational actors don't.

All of this is in Fox's book, which is a page-turner intended for a wide audience. It covers a broad enough swath of the discipline that it has probably singlehandedly killed a dozen other, lesser books on a few dozen sub-areas of economics. I confess that I went into it expecting that it would be another opportunistic work, riding the coattails of behavioral economics or of the recent crash. It does neither; it will still be readable and informative and fun in a few decades. Highly recommended.

Another Victim Of The Financial Crisis ... - JOI Articles by David Blitzer   

The financial turmoil of the past two years threatened the world’s economies and markets; it also threatened theories that many believed supported markets and finance. At the top of the list of things we used to believe in is the efficient market hypothesis—the idea that markets are so complete and perfect that they incorporate all known information into stock prices so the prices are always correct. It follows that because there is nothing the market doesn’t know, there is no other information available to anyone who could predict future stock prices and beat the market. Moreover, since new information arrives in a random unpredictable fashion, and since changes in stock prices depend on new information, stock prices must be random. These ideas grew up gradually over several decades and were largely codified as modern financial theory over the last 50 to 60 years.

The EMH, as the efficient market hypothesis was nicknamed, became part of the received wisdom of finance—widely taught and rarely questioned. This approach to investing led in two directions. First, the EMH joined with ideas that markets provide the best answers to numerous questions about determining values and setting prices. A corollary is that regulations that interfere with markets or shift prices are mistaken or worse. Second, as the EMH’s formal description took on mathematical elegance, it sped the growth of formal mathematics within finance.

In the last year or two, the objections to the EMH have become louder and more aggressive. Looking back on the current financial crisis, people are asking how the prices could have been “correct” all the time if the market doubled from 2002 to 2007 and then dropped by more than half in 18 months; and how home prices could have been correct if they appreciated by three times in five years before crashing. Certainly there must have been some information that the market missed at the top—something like the emperor’s fabled “new clothes” that, when recognized, changed things dramatically. While the events of the last two years seem, for the moment, to have sunk the EMH, there are challenges going back over two or three decades. A few that deserve mention are research showing that stock prices are far too volatile to be determined only by information on dividends; that there are times when arbitrage is limited and markets can’t adjust to information; in addition to arguments that if the market is efficient, no one will pay to gather the information and the efficiency will be lost.1

Exploring either the financial crisis or the efficient market hypothesis could easily consume this entire journal, not just this short column. Rather than a complete review, the next few paragraphs focus on a few aspects of the recent developments—saving some good things from the EMH’s demise, understanding where the simplification in the math became oversimplification and asking what financial economics should aspire to.

The Cliffs Notes version of the EMH is that you can’t beat the market and therefore the only way to invest is to index. Whatever happens to ideas of market efficiency, indexing will continue to prosper. The success of indexing depends on two things, neither of which depend on market efficiency—if anything, market inefficiency might make indexing more attractive. First, it is difficult to beat the market. Standard & Poor’s SPIVA reports, which compare mutual funds to our indices, consistently show that only two-fifths of the funds, or less, outperform over any three-year period.2 Second, as Bill Sharpe and Jack Bogle have both noted, low fees rather than market efficiency are the key to the success of indexing.

When one builds a mathematical description of some phenomenon—a market, the weather or the path for the space www.journalofindexes.com November/December 2009 49 shuttle to follow—there are trade-offs between making the model tractable and making it true to what is being modeled. Consider modeling something as complex and detailed as the weather—temperature, wind velocity, humidity and all their interactions point by point in three dimensions. Very quickly the scale of the problem can overwhelm. Much the same thing happens when modeling a market, and the solution in either case is to make some simplifying assumptions.

In many finance models, a common step to simplicity is to assume that every trader is independent of every other trader: No one ever buys a stock because someone bought the stock—no one ever acts on a recommendation. This independence makes it possible to model markets with the normal probability distribution, popularly called the “bell curve.” While this may not seem a big deal, it is. With this bit of simplicity, the models become much easier to solve because the normal distribution is well understood. However, some crucial problems creep in. First, the normal distribution doesn’t work for markets—the volatility experienced in the last year should not have occurred were the market obeying a normal distribution. Second, when we assumed that traders were independent of one another—and surely traders spend a lot of time and effort trying to figure out what other traders are doing—we assumed away some information that absolutely affects the market. Yet the EMH presumes all the information is counted.

Forgetting about the messy and inconsistent interdependence of traders in order to make the math look elegant is characteristic of a lot of financial theory. In that particular trade-off between solving the problem and assuring that the answer can be applied to reality, solving won out. We would have been better off if the answer were only approximately right but was truly applicable, instead of more accurate but not very useful. Moving the balance from elegance toward application is akin to moving from science to engineering. Science is all about building models to understand something; engineering is all about using that science to do something. While we have something called financial engineering, it has too many assumptions that make it “finance science” and leave engineering too far from reality. Markets are very messy, and the engineering models turn out not to be messy enough.

Where does this leave indexing? Index investing turns out to be successful financial engineering—no claims are made that it always beats the market or is always the best investment strategy, nor is there a guarantee that indexing explains what happens to markets. But for the practical problem of how to invest in a cost-effective way with a reasonable chance of success, indexing provides an answer that has survived numerous financial crises, including the last one.

Endnotes
1 Robert J. Shiller, “Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends?” vol. 71 No. 3, The American Economic Review (1981), pp. 421-436; Andrei Shleifer and Robert W. Vishny, “The Limits of Arbitrage,” vol. 52, No. 1, The Journal of Finance (March 1997), pp. 35-55; Sanford J. Grossman and Joseph E. Stiglitz, “On the impossibility of informationally efficient markets,” vol. 70, Issue 3, American Economic Review (June 1980), pp. 393-408.
2 See www.SPIVA.standardandpoors.com

Time to Bang My Head Against the Wall Some More (Pre-Elementary Monetary Economics Department) - J. Bradford DeLong's Grasping Reality with All Eight Tentacles

Oh boy. John Cochrane does not know something that David Hume did--that the velocity of monetary circulation is an economic variable rather than a technological constant. Cochrane:

Fiscal Fallacies: First, if money is not going to be printed, it has to come from somewhere. If the government borrows a dollar from you, that is a dollar that you do not spend, or that you do not lend to a company to spend on new investment. Every dollar of increased government spending must correspond to one less dollar of private spending.  Jobs created by stimulus spending are offset by jobs lost from the decline in private spending. We can build roads instead of factories, but fiscal stimulus can’t help us to build more of both. This is just accounting, and does not need a complex argument about “crowding out”...

Let us take this slowly.

Suppose that we have four agents: Alice, Beverly, Carol, and Deborah.

Suppose that Beverly has $500 in cash that she owes Carol, due in two months. Suppose that Alice and Carol are both unemployed and idle.

In one scenario in two months Beverly goes to Carol and pays her the $500. End of story.

In a second scenario Beverly says to Alice: "I have a house. Why don't you build a deck--I will pay you $500 after the work is done. Here is the contract." Alice takes the contract and goes to Carol. She shows the contract to Carol and says: "See. I will be good for the debt. Cook me meals so I will have the strength to build the deck--here's another contract in which I promise to pay you $500 within 90 days if you cook for me." Carol agrees.

Two months pass. Carol cooks and feeds Alice. Alice goes and builds the deck.

Alice then asks Beverly for payment. Beverly says: "Wait a minute." She goes to Carol and says: "Here is the the $500 cash I owe you." Beverly pays the money to Carol. Beverly then says: "But now could I borrow the cash back by offering you a long-term mortgage at an attractive interest rate secured with an interest in my newly more-valuable house?" Carol says: "Sure." Beverly files an amended deed showing Carol's mortgage lien with the town office. Carol gives Beverly back the $500. Beverly then goes to Alice and pays her the $500. Alice then goes to Carol and pays her the $500.

The net result? (a) Alice who would otherwise have been idle has been employed--has traded her labor for meals. (b) Carol who would otherwise have been idle has been employed--has traded her labor for a secured lien on Beverly's house. (c) Beverly has taken out a mortgage on her house and in exchange has gotten a deck built. (d) Carol has the $500 cash that Beverly owed her in the first place.

Alice has more income and consumption expenditure than if she hadn't taken Beverly's job offer. Carol has more income and saving than if she hadn't cooked for Alice and then invested her earnings with Beverly. Beverly has an extra capital asset (the deck) and an extra financial liability (the mortgage) than if she had never offered to hire Alice.

A deck has gotten built. Meals have been cooked and eaten. Two women have been employed. And all this has happened without printing any extra money.

John Cochrane would say that this is impossible. John Cochrane would say:

[I]f money is not going to be printed, it has to come from somewhere. If Beverly borrows a dollar from Carol, that is a dollar that Carol does not spend, or does not lend to Deborah to spend on new investment. Every dollar of increased Beverly spending must correspond to one less dollar of Carol or Deborah spending.  Alice's job created by Beverly spending is offset by a job lost from the decline in Carol or Deborah spending. We can build decks instead of fountains, but Beverly stimulus can’t help us to build more of both. This is just accounting, and does not need a complex argument about “crowding out”...

John Cochrane is wrong.

You sometimes see this mistake in freshmen students in Economics 1, students who do not fully understand either the circular flow of economic activity or what a credit economy is. They think--like Cochrane--that the flow of spending must be constant unless somebody "prints money" because, you see, you need "money" in order to buy things.

The premise is true--you do need "money" to buy things--but the conclusion is false: the flow of spending is not necessarily constant. In the world in which Beverly does not hire Alice but instead pays the $500 directly to Carol, that $500 turns over only once--its velocity of circulation is equal to one. In the world in which Beverly does hire Alice, the velocity of circulation of the $500 is four--it goes from Beverly to Carol, from Carol to Beverly, from Beverly to Alice, and from Alice to Carol.

Cochrane's mistake--an elementary, freshman mistake--is because he has not thought enough about how a credit economy works to recognize that the velocity of circulation can be an economic variable and is not necessarily a technological constant. And as the velocity of circulation varies, the amount of the flow of spending varies as well: it is now longer the case that if Beverly borrows a dollar from Carol that is a dollar that Carol does not spend.

Milton Friedman knew this. Irving Fisher knew this. Simon Newcomb knew this. David Hume knew this. John Cochrane does not know this: does not know that the velocity of circulation is an economic variable rather than a technological constant.

I do want to pound my head against the wall.

I do not know what else to do...

 
 
 
 
 
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Comments

 
Memory said...

Well done! An example so simple that it can not really be misunderstood that also highlights the fact that a credit economy is an economy of trust and institutions (the loans, promises to pay, contracts, and liens that do the lifting) rather than an economy where counting specie and physically handing it to people is the only way of creating and moving value.
 
 
Aza said...
Cochrane's paper upsets me, mostly because he's a professor of finance, and he should know what he 's talking about. It's a well-worded, long article describing something that is, in a word, misunderstood.

Yours is a good example of banking.

 
 
Commenterlein said...
I just read Cochrane's nonsense and immediately thought, why don't I check whether Brad has already reacted. And, as usual, you didn't disappoint.

Cochrane is a decent empirical asset pricer with an excessive ideological commitment to efficient markets. He has also just prove beyond any doubt that he doesn't know shit about macro economics.

 
 
George said...
What if a whole bunch of us were to each email a copy of your post to him? Would that help?

Or would that just be a case of us virtually pounding your head against his wall?

 
 
notsure said...
Here is what is confusing to me about all this.

If there is one unit of labor available in a day, and you use that unit of labor to build a deck, then you cannot use that unit of labor the build a bridge. That is the aggregate resource constraint. In that world, no amount of any government policy will make that unit magically two units.

Your example seems to be: there are many units of labor available, and most of them are sitting around, so hire one unit of labor today to build a deck and have them use the promised payment to simultaneous hire someone to feed them. Everything balances out in the end.

By reading of that essay was that people are now wanting to conserve on the promises (money) and we need to make satiated with promises so that they start using them to buy things-real investments or consumption.

Is it any more complicated?

 
 
notsure said...
Sorry, I should have typed

My reading of that essay was that people are now wanting to conserve on the promises (money) and we need to make people satiated with promises so that they start using them to buy things-real investments or consumption instead of holding onto them.

 
 
ogmb said...
"If there is one unit of labor available in a day, and you use that unit of labor to build a deck, then you cannot use that unit of labor the build a bridge."

Yes you can, thanks to the miracle known as Capital, which, if invested wisely in machines, education or infrastructure, multiplies the economic output of a unit of labor via the magic wand called Productivity.

 
 
MattYoung said...
"I have a house. Why don't you build a deck--I will pay you $500 after the work is done. Here is the contract."

Beverly had an an unexpected realization that decks add value, otherwise the original $500 would carry the interest rate of the total yield for the added value of a deck.

John covers this with:

"Since we are seeing lower quantities sold and easing inflation, we must also be seeing a “demand shock,” and we need to understand its source. "

Stimulus works when unexpected expectations are understood. One possibility is we unexpected realized what a dufas George Bush was, we see unexpected fraud. The other possibility is a fundamental technology shock. The third is a bunch of shocks that are utilizing this unstable moment to correct themselves.

 

 
 
notsure said...
OMGB you are confused.

At the beginning of the period, capital is fixed. Or if you want, replace 'one unit of labor' with 'production possibilities possible with the given inputs,' which includes capital available.


 

 
 
Gerard MacDonell said...
Cochrane should be more ambitious. His work actually shows that no spending ever has any effect on aggregate demand.
 
 
Nick Rowe said...
Brad: Read further down Cochrane's paper. He explicitly talks about fiscal policy changing the velocity of circulation.
 
 
SvN said...
I would have thought that John Cochrane was trying to describe reality.

In the real world, there is a simpler explanation of why he is wrong.

"John: The US is an open economy. Increased government spending can come at the cost of private spending or by borrowing from foreigners. Increased government consumption can come at the cost of the private sector or by increasing net imports."

This does not require knowledge about the velocity of money. It just requires knowledge of the accounting identity.

 
 
mike said...
I think this is brilliant. Thank you Brad, you're a true public servant.

Anyone who want to understand this can take the time and walk through it--no need to be a PhD in economics. That kind of clarity, that kind of transparency, is what is needed in times like now.

 
 
Nick Rowe said...
"In this analysis, fiscal stimulus a roundabout way of avoiding monetary policy. If money demand increases dramatically but money supply does not, we get a recession and deflation. If we want to hold two months of purchases as money rather than one months’s worth, and if the government does not increase the money supply, then the price of goods and services must fall until the money we do have covers two months of expenditure." That's a change in the velocity of circulation.
 
 
ogmb said...
"At the beginning of the period, capital is fixed."

Says who?

 
 
Robert Bell said...
What happens if I take one step back to where Carol has $500 in cash that she hasn't loaned out yet, and she has the choice of loaning to Beverly or buying a t-bill?
 
 
anonymous said...
A dollar spent by the government is a dollar spent. As opposed to, you know, what we have now.
 
 
Rob said...
No Nick it isn't.

We have MV=PY. In his example its really decreasing M by 1/2. People holding more cash with nothing injected into the system by a central bank leads to a decrease in money supply. So in order for it to work out, he saying P must decrease.

 
 
JC said...
Not disagreeing with the analysis, but a few questions as it applies to stimulus in general:

1) What if Carol $500 can be spent in two ways: construction of Beverly's deck which will provide a week's labor and meals for Alice, or capital for a business that may employ Alice full-time? To the extent that Carol's money is placed with the former project (via taxation) to fund deck construction, does this not prevent its employment in the later project?

2) Finally, what if once Carol is taxed $500 and the money diverted into Beverly's backyard Xanadu, it is determined the deck is really only worth $200. Has Carol suffered a loss of $300 due to wasted taxes? Conversely, Beverly retains full enjoyment of the deck and Alice is gainfully employed. Thus, does taxation to fund stimulus separate the risk of loss from the benefit, thereby leading to poor capital allocation?

 
 
JKH said...
"Cochrane's mistake--an elementary, freshman mistake--is because he has not thought enough about how a credit economy works to recognize that the velocity of circulation can be an economic variable and is not necessarily a technological constant."

Maybe.

Or maybe that's not his error at all.

Maybe he's saying as an implicit case that an increase in velocity induced by government spending will be offset by a decrease in velocity due to a reduction in private spending.

He may still be making an error, but not because he hasn't thought of velocity.
 

 
 
saveusobama said...
Carol has $500 that she wants to spend improving her McMansion. She pays Alice and Beverly $1000 each to build a deck on her house because she figures the house will be worth at least $2000 more next year because of the booming market. Market crashes; house value plummets. Carol walks away from house. The bank eats the mortgage. Alice and Beverly shrug and say the deck building job was good while it lasted. All vote democratic and push for higher unemployment benefits.
 
 
New Policy said...
As a current student at Berkeley (and a former student of BDL), I am sorry to discover that Cochrane earned a PhD in our prestigious economics department. Can these degrees be rescinded? How about a new campus policy--whenever an honorary degree is given out, how about we must rescind the degree of a former student. That would certainly control degree inflation, increasing the value of the degrees that have been both earned and kept.
 
 
JWV said...
A lot of people appear to be getting lost in the example, then coming up with variants that have nothing to do with its point. I think the point is that money does not cease to exist simply because it has been spent or invested. It continues to circulate, unless the most recent person to get it hoards it. I'd have thought this would be obvious to just about everybody, but I guess it isn't.
 
 
Nick Rowe said...
Rob @7.25 Yes it is a change in velocity. When Cochrane says " If we want to hold two months of purchases as money rather than one months’s worth" he's talking about a change in the desired velocity of circulation from 12 to 6 times per year.

And immediately above that when he says:

"Well, suppose the Government could borrow money from people or banks who are pathologically sitting on cash, but are willing to take Treasury debt instead. Suppose the government could direct that money to people who are willing to keep spending it on consumption or lend it to companies who will spend it on investment goods. Then overall demand for goods and services could increase, as overall demand for money decreases."

Cochrane is also talking about fiscal policy causing an increase in velocity by taking money out of idle cash.

Cochrane's problem is not that he (always) assumes velocity is fixed. It's a bit more puzzling than that. As far as I can tell, he agrees that fiscal policy could work by increasing velocity, but then says that in that case, it's really just monetary policy in disguise.

It's a badly-structured paper, and I don't blame Brad DeLong for missing that section of his paper. But it is clearly not true that Cochrane thinks that velocity is a technological constant.

 
 
Luis Enrique said...
So the idea is that government intervention can engineer an increase in the velocity of money - accelerate the circulation of money and increase economic activity.

Does this rely on the existence of idle resources? Is this depression economics, or something that can be done in ordinary times?

I guess if everybody was already employed, increasing the velocity of money and raising economic activity would still be feasible so long as the intervention caused people to do more: raise productivity. We don't normally think of governments as being able to engineer an increase in productivity, but I suppose that depends on whether you see productivity as a technological constraint, supply side thing, or whether you think an injection of demand can drive an increase in productivity. How about Japan's long expansion via public works and soft loans (the inflationary effect of which was, I think but could be wrong, partially sterilized by holding export earnings as dollar assets and not converting back into yen). Could that be seen as a long duration expansion of the economic activity and the velocity of money via government sponsored demand?

In undergraduate macroeconomics, when students are taught that an expansion of aggregate demand, without shifting the supply curve, just causes inflation (eventually), is an increase in the velocity of money an alternative outcome (to inflation) or would an increase in the velocity of money amount to shifting the supply curve (because it can only come about via an increase in economic activity)?

 
 
wkwillis said...
You might do better giving an example where a new house is built instead of just adding a porch and a home equity loan advance.
Fewer people would misunderstand.
Or perhaps an water pump powered by a windmill, on a remote area of a ranch withhout access to power, so you can graze catle there and the investment is repaid in hamburgers?
carpenter
rancher
butcher
chef
 
 
Luis Enrique said...
I needed the words 'long run' in front of supply curve in my last para above.
 
 
Robert Bell said...
Maybe I'm misreading it, but I believe Dr. Cochrane's argument is that prior to lending to Beverly, there is a single decision point in time for Carol where her cash can only be used once:
a. Carol stuffs the cash in her mattress
b. Carol lends to Beverly
c. The government taxes Carol's money
d. Carol lends the government money by buying a t-bill
e. The government prints money, Carol second guesses the government and decides not to lend to Beverly because she knows eventually the government will tax her.

The notion of velocity appears when one considers subsequent small time intervals where each of the contracts are negotiated so that more employment and output are produced, but I think Dr. Cochrane is focusing on a single point in time and focusing on stocks, before subsequently addressing flows.

Hence the key questions in this world view would be:
1. Why wouldn't Carol lend to Beverly? (fear, mistrust, etc)
2. Why wouldn't Beverly build a deck (precautionary saving)
3. Why wouldn't Alice agree to build a deck for $500 (Alice may have built a previous deck for $600, Alice may not know how to build a deck, Beverly may not know Alice or know she knows how to build a deck)?
4. If the government taxed Carol or borrowed from her, they too could spawn a chain of transactions like this, but how is that any better than what Carol, Beverly, and Alice have done anyway?
 

 
 
A said...
Isn't the "end of story" in the first scenario rather arbitrary?
 
 
El del 0.33% said...
Cochrane assumes constant velocity but you assume constant interest rates.

In your small economy, you multiply velocity by four without changes in interest rate.

 
 
mere mortal said...
I do want to pound my head against the wall.

I do not know what else to do...

Perhaps if you let Alice pound you in the head with a 2x4, you would save the damage to the wall that would otherwise have to be repaired by Carol.

Beverly could tend your wounds, earning the money to repay Carol.

You could thus simultaneously reduce the velocity of money in your example, contribute to the inflation in the medical industry, retire Beverly's outstanding debt, and occupy Alice's idle hands.

And since Deborah was doing nothing in your example, she'll remain idle in this one, unless she enjoys watching people get hit in the head by a piece of wood.

Seriously, though, it was a fine example, except I'm honestly trying to figure out what happened to poor idle Deborah. Is she Ben Stein's friend with the alimony, $2mil house, and the black hole of a small business?

 
 
Mike Rosenberg said...
You could loan Cochrane $5000 so he could enroll in college and take Econ 101.

That would increase his assets (measured in knowledge) and the college would have an additional $5000. The college could then hire a professor to teach Econ 101. That professor could then use the money to pay his daughter's college tuition at that same school. Meanwhile, with a great economist and professor teaching him, Cochrane could win the school's $5000 prize for excellence in economics and repay the money you loaned him....

Now, all we need to do is find a econ professor whose daughter's college bills are coming due.... :)

 
 
Rob said...
Nick--
I disagree and my clue is the phrase "idle cash". Any cash holding shrink the money supply, taking cash holdings and investing will increase the money supply.

Of course trying to parse this model is ridiculous because its assuming a world in which the Fed targets a monetary base instead of interest rates. In the world we operate in changes in money demand are met by changes in money supply by the Fed to keep the interest rate target.

 
 
PQuincy said...
It sure is a good thing that economics is an empirical objective science -- as people from Chicago and of a similar ilk keep telling us...
 
 
Ken said...
"We don't normally think of governments as being able to engineer an increase in productivity"

Where do the transcontinental railroads, interstate highway system, hydroelectric projects, flood-control systems, and so forth fall into this? Are they not considered as increasing productivity? Or are they not considered as government projects because the government only paid for them, while private contractors supplied the materials and labor?

 
 
stefan said...
Just skimming Cochrane, isn't he just using a standard cash-in-advance model with a Leontief technology and the assumption of a constant money stock and an equilibrium in which the cash-in-advance constraint binds? Which seems like a bit of an extreme model for the situation at hand.
 
 
BB said...
I would imagine that it gets old having to explain simple ECO 101 concepts to Johnny-Come-Lately Conservative types who can't tell a multiplier from their assholes.
 
 
Luis Enrique said...
Ken,

I expressed myself badly. Yes the provision public goods etc. can increase productivity, and governments do raise productivity in lots of ways. But if things were as simple as "government spends, and productivity increases", then expansionary government spending could increase output indefinitely, without inflation. We don't usually think of governments being able to do that.

 
 
Anderson said...
What about that lazy slut, Deborah?

Is she writing John Cochrane's column about how what Alice, Beverly, and Carol are doing cannot possibly be happening?

 
 
geoff said...
"A" at 4:11 on January 27: You're the winner!! Of course that's correct. I'd call it an elementary economics mistake, but that would be juvenile. Brad: What happens to the $500 after Carol gets it? Does she stuff it under her mattress, or does she perhaps do something else with it? Does it matter for long or medium run economic growth whether the transfer from A to C occurs before or after the deck is built, etc.? I'd wager not, but I'd love to hear why you think otherwise.
 
 
Professor DeLong,

Cochrane's argument was made just this morning by someone from the Heritage Foundation speaking on WHYY's "Radio Times with Marty Moss-Coane" program. The pro-stimulus guest did a poor job of exposing the fallacy. I hope that you and others who understand may have opportunity to speak in more widely heard forums. That might be an alternative to head-banging. I did write to the program with a link to your site (this piece) and a suggestion that they contact you.

Thanks so much for educating the rest of us, and don't despair.

Sincerely,

Sam Conner

 
 
stefan said...
To follow up a bit, this whole debate illustrates how bad models of money and credit are in macro models. Money in the utility function or cash-in-advance models don't get at the actual transaction and credit opportunities or constraints agents face, nor does the standard neo-keynesian model with or without money. The counter argument DeLong makes here just doesn't make sense in almost all (all?) models of money and credit in the literature, since they rule out exactly these sorts of bargains and transactions by assumption.
 
 
Neil B ☺ said...
I'm an amateur (with help from bro-in-law K. Rock at Chicago), but I thought I knew that extending credit (in the monetary system we actually have) meant in effect an increase in the "money supply" - true?

[Yes--for some definitions of the "money supply." But what that means is that the "money supply" can grow by a lot without the government actually printing any money...]

Sure some of the people in the story bargain with each other but they do get bank involvement to make it work.

 
 
jfxgillis said...
Meanwhile, Deborah lives under Beverly's deck eating the scraps leftover from the meals cooked by Carol for Alice.
 
 
Robert Bell said...
stefan: "Just skimming Cochrane, isn't he just using a standard cash-in-advance model with a Leontief technology and the assumption of a constant money stock and an equilibrium in which the cash-in-advance constraint binds? Which seems like a bit of an extreme model for the situation at hand. "

Thank you. I googled Cash In Advance models and I believe that is what I was trying to ask at January 27, 2009 at 03:58 AM.

 
 
Ken said...
Luis Enrique wrote: "Yes the provision public goods etc. can increase productivity, and governments do raise productivity in lots of ways."

OK, I see what you mean. I've just been somewhat perturbed by the attitude coming from some politicians and economists, that just because the money is being spent by the government, it must be wasted, compared to the uses to which private industry would put the same money. To me, it doesn't really matter whether a concrete-pourer's wages are paid by the government building Hoover Dam, or by a private developer putting in a new subdivision in the Inland Empire. Either way, the man is employed, and will be spending that money on other goods, employing more people.

Also - as those examples were just carefully chosen to show - government spending can improve productivity, and private spending can be misdirected to activities which turn out not to be economically useful. Not only that, but sometimes (Hoover Dam again) the government can spend money on projects that private enterprise will not, precisely because the government does not have to focus on the bottom line. (Though Hoover Dam actually made back all its construction costs, through electricity sales, but only over several decades, which was perhaps not feasible for any private contractor in the 1930s - or even now.)

 
 
PQuincy | January 27, 2009 at 07:51 AM - you provide wonderful examples of the fundamental problem with Brad's story - capital allocation. People trapped in monetary analysis never account for opportunity costs and the lack of a market feedback loop when government monopolizes resource allocation. How much better would our Interstate system be today if Eisenhower used a private ownership model - that was being actively pursued by many States before it was ultimately squashed by the Federal government????
 
 
Ken said...
"The trouble is the government taxes and borrowing defunds the private sector sucking up funds that would have been lent and spent..."

I think this argument should be tabled until Treasury securities are earning more than 0%. Remember, those things are sold at auction; the private sector is choosing to lend their money to the government, and get zero return, rather than lend it to something more profitable (i.e., anything else).

"...and creates "jobs" that, due to political nonsense, cost twice the private sector's average wage, thereby decreasing employment."

One of my personal fascinations is with the history of Hoover Dam. I will just say that, at least in its case, your description is completely at variance with the actual project. The Six Companies even called in government troops at one point to suppress a strike by the workers demanding better pay.

Reply January 28, 2009 at 07:35 Andrey said...

Rock the casbah @4:31: It would probably be similar to our private health care system - cost more per person and deliver less per person than virtually any other first-world nation.
 
 
L Angeles said...
Brilliant.
Deborah is not needed in the story, though.

 

[Oct 13, 2009] Ostrom & Williamson Win “Ironic” Nobel in Economics By Barry Ritholtz

October 12th, 2009 | The Big Picture

The odds favorite to win the Nobel, Eugene Fama, lost the prize to two other Americans, Elinor Ostrom and Oliver Williamson.

Ostrom & Williamson study the way decisions are made outside of markets, which is the focus of many other economists.

This award is a victory, in small part, for the Behaviorists, whose studies of our flawed wetware include such normal human foibles as irrationality, poor decision making, biases, non profit maximizing behavior.

Why? As we noted last night, the odds on favorite to win was the precise opposite of the behavioral economists — the father of the efficient market hypothesis, Eugene Fama. Users of his EMH have created various predictions markets. These markets had Fama  the odds on 2 to 1 favorite to win the prize this year. There is no small degree of  irony here, in that Fama’s Efficient Market Hypothesis, where markets reflect all information on a given event, had so much wildly misplaced optimism on this occasion.

In a case of bizarre reflexivity, if these markets had  not been so bullish on Fama’s chances of winning, it would have done more to prove his theories. Instead, they gave him the best odds to win. This actually points to a major flaw in their thesis: the false belief that Humans make good decisions in groups, or that markets accurately depict the sum total of info on a given subject.

As I have argued in the past, prediction markets work best when their members mirror those of the group they are seeking to forecast. Jurors, Boards of Directors, Nobel Prize committees all are terrible groups for these markets to forecast, as their members rarely have much in common with prediction market Traders.

Perhaps the greatest irony is that Fama supporters, whose theories do such a poor job explaining bubbles and busts, were surprised by the results. Given the failure of the market itself to anticipate its own collapse, perhaps this was a very poor year to expect much in the way of recognition of the theories that supported many of the decisions that led to the collapse.

EMH proponents are apparently as tone deaf politically as they are economically.

dblwyo:

Actually Williamson and Ostrom work in the “new institutional economics” which says essentially that the pure theory of markets ignores the factors, like rule of law, property rights, court systems, police, etc. that actually lead to the existence of markets. Several years ago the Nobel was awarded to Doug North and Bob Fogel for their study of the rise of institutions and the role of those institutions in promoting market efficiency and effectiveness. This is much more than a mere quibble as it’s really an existence proof for all that EMH holds dear and which is not a historic accident but the result of millenia of careful nurturing. Another guy who should have won is Mancur Olson but his personality was such nobody wanted to award it to him and he passed on too young for time to force the issue.
 

[Sep 1, 2009] More On Economic Reasoning

August 11, 2009 | Thoughts On Economics
All ten of the letters in the 8-14 August issue of The Economist are responses to the critique of academic economics in the 18-24 July issue. My favorite is from Meghnad Desai:
"SIR - When I was a student we studied business cycles, but the topic disappeared with the rise of mathematical equilibrium theorising. The idea that capitalism is an equilibrium system is common among Keynesian and neoclassical economists; they only differ as to whether the equilibrium is at full employment or under employment. The grand synthesis being taught makes the equilibrium stochastic and dynamic, but that is all.

Capitalism is, however, a disequilibrium dynamic stochastic system as Marx, Wicksell, Schumpeter and Hayek have told us over the past two centuries. Richard Goodwin tried his best to present a mathematical theory of such a disequilibrium system. After the crisis we need to revive that tradition if we are not to be surprised by another crisis."

The on-line Lucas Roundtable at The Economist doesn't have any invited contributions from left-leaning non-mainstream economists.

Firefighter Arson And Our Macroeconomic Policymakers By Simon Johnson

The Baseline Scenario

Firefighter arson is a serious problem. The U.S. Fire Administration, part of Homeland Security, concluded in 2003, “A very small percentage of otherwise trustworthy firefighters cause the very flames they are dispatched to put out” (p.1). Illustrative and shocking anecdotes are on pp. 9-15 of that report, as well as here and here.

Macroeconomic policy making now has a similar issue to confront.

As the economy begins to stabilize and the financial system shows signs of recovery, accolades start to shower down on various officials, including most recently Ben Bernanke, who was rewarded this week with renomination – and almost certain confirmation – to a second term as chairman of the Federal Reserve Board of Governors.

Bernanke is widely seen as our financial firefighter in chief (BusinessWeek; USA Today) Similar terms are used to describe Treasury Secretary Tim Geithner and the entire gigantic financial rescue effort. Larry Summers, head of the White House National Economic Council and administration economic guru-at-large, is applauded as an “experienced crisis manager”, which amounts to the same thing in this context.

If any of this sounds familiar, you’re probably remembering the famous cover of Time magazine from November 1999, which depicted Alan Greenspan, Robert Rubin, and Summers as “The Committee To Save The World.” The idea then was that crises in Asia, Latin America, and Russia had spilled over to US financial markets, most notably in the near failure of Long Term Capital Management, but disaster had been averted by – essentially – the financial firefighting abilities of this troika.

But what if the financial crises in recent decades – you can add the dotcom bubble, the S&Ls fiasco, and various emerging market debt crises to our recent housing and banking disaster – is not a sequence of random unfortunate events, but rather the product of a dangerous financial system? Given that today’s firefighters also previously held responsibility for overseeing this system, both recently and as long ago as the early 1990s, this question is relevant – particularly as the very same team, in various combinations, repeatedly pronounced on the system’s fundamental soundness.

Some of today’s firefighters pushed hard for deregulation of derivatives markets in the 1990s, and this now proves to have been an important cause of the crisis (Summers and others). Others had responsibility for the solvency of Wall Street over the past half decade, yet disguised all potential warnings in layers of impenetrable opaqueness (e.g., Geithner; see p.91 in David Wessel’s bestselling In Fed We Trust, Crown Business, 2009). Still others pronounced that there was no housing bubble exactly as things spiraled out of control and the potential costs to taxpayers rose (Bernanke and his colleagues at the Fed; again, pick up Wessel’s book, p.93 is among the most damaging).

No one is suggesting that our illustrious financial firefighters deliberately triggered a crisis. But, for over two decades, they and their close mentors oversaw the operation and development of a banking and securities system with profound instability hard wired into its DNA. Don’t take my word for it; review this speech by Summers in April 2009, or – in the light of what we know now – look at his talk on crises to the American Economic Association in 2000.

Perhaps that was all a legitimate mistake on their parts and they have now learned the right lessons. But how then do you explain their amazing reluctance to reform the financial system today?

President Obama said on Tuesday that Ben Bernanke helped avert a second Great Depression. That is a considerable achievement, but why then are this administration and the Federal Reserve proposing only minor adjustments in oversight and governance for the financial system that ran amok – producing “financial innovation” that harms consumers and destabilizes everything?

It makes no sense at all. Unless, of course, they are not afraid of future financial fires – despite the enormous fiscal cost (likely 40% of GDP from this round alone), the unemployment (heading to and lingering at 10%, by the administration’s own revised estimates), and the millions of people hammered hard by lender abuse, house price collapse, and job losses.

You may not like the implications, but keep in mind this advice: “To ignore the problem or suggest that it does not exist will only increase the damage caused by the arson firefighters involved, as well as destroy the morale of the other firefighters in their departments” (Minnesota Fire Chief, March/April 1995 issue, quoted on p.1 of above cited report).

By Simon Johnson

A slightly edited version of this post originally appeared on NYT.com’s Economix, and from that version you can link directly to the referenced pages in David Wessel’s book.

This post is reproduced here with permission. If you would like to use the entire post, please contact the New York Times. The usual fair use rules apply to short quotations.

Selected comments

Bill Raduchel

The Japanese have a phrase for this: Kaji-ba dora-bo. Literally thief at the scene of a fire: someone who turns the misfortune of others into his or her own benefit.
whess
To understand the complexity of this idea read Mishima’s Temple of the Golden Pavilion.
Hillbilly Daryl
See also Naomi Klein’s The Shock Doctrine-The Rise Of Disaster Capitalism which takes this theory to the next level and exposes the manufacture of crisis to facilitate financial reward.
Russ
No one is suggesting that our illustrious financial firefighters deliberately triggered a crisis.

Actually, lots of people think exactly that, and although that’s perhaps a conspiracy theory, it’s not without evidence.

Didn’t John Williamson openly say that sometimes crisies should be “deliberately provoked” in order to open up opportunities for disaster capitalism? I imagine the idea goes back as far as Chicago in the 50s.

My personal view is that they know that exponential debt and growth can from here (”here” being since the 80s at least) on be propped up only through bubbles, while disaster tactics can still reap profit from the inevitable crashes.

So this, named the “Great Moderation” in classic Orwell fashion, is the new economic model, for as long as globalization and financialization can be propped up:

1. Blow bubbles, sucking in as much rent as possible along the way.

2. Capitalize opportunistically during the crashes.

So they hardly have to commit arson when we’re already always either in the flames or about to topple back into them.

Their kind of warmth demands permanently playing with fire, which is why they certainly won’t willingly regulate for the next bubble.

If they can’t blow another bubble, that’ll be the end of corporatist growth right there. Game over for mass industrial “capitalism”.

Obviously, keeping this game going as long and as profitably as they can is their only priority.

Silke
I dont’ believe in conspiracies but I firmly believe in ruthless competition on who’s best at screwing the “great unwashed” or at best completely disregarding their well-being. Any protest against exploitation (Ausbeutung) is nowadays successfully denounced as a longing for Soviet-style socialism

… and those who have a good chance to win the race to the top always find willing sucker-ups aspiring to the title of eminence grise, and lots of Mitläufer (along-runners, me also-s)

Sid
“Any protest against exploitation (Ausbeutung) is nowadays successfully denounced as a longing for Soviet-style socialism”
D. Christopher Leonard
In “social classes” Schumpeter noted that members of a class behave towards eachother differently than to those outside the social group boundaries. Certainly the upper echelons of the banking/finance community in NYC-London do so. They socialize together, live proximate to eachother, vacation in the Hamptons, send their kids to the same schools, and marry amongst eachother with greater frequency than with marriage partners drawn from other groups. They purchase university educations from status good schools (e.g. Oxbridge, the Ivys)to build and maintain social networks.

They certainly plan for the future in as much as they effectively lobby national governments for policies favourable to their interest (e.g. no regulation of derivatives, repeal of Glass-Steagel). So the assertion that ‘people’ don’t plan isn’t tenable.

While their are probably not formal agreements, the assumption there must be formal cabals misunderstands the nature of informal social networks in the construction and maintenance of elites.
There is at least a half century of empirical research on elite behavior – starting with C.W. Mills that belies your claims.

Try reading a history of the Warburgs, or the Wendels, or the DuPonts. Or undertake a proserpography of senior management in U.S. investment banks, money center banks, and brokerage houses (plus senior staff in treasury, Fed) and it ought to be an eye-opener. In otherwords, it doesn’t have to look like a price-fixing cabal in an industrial sector to have informal but powerful coodination!

aldante
What’s the mob then? What are drug cartels? What about the $200 million conspiracy in San Diego county involving 26 people and 100 properties? No conspiracies……..wow.
Ohhhhhhh R u being facetious?
Patrice Ayme
If one looks at the definition of “great depression” according to median income averaged over 20 years, it looks worse now than in the 1930s. Moreover the present crisis threatens the very core of the USA’s supremacy, and that, the crisis of the 1930s never did.

One cannot have a superior nation if all that it consumes originates somewhere else.

BTW, the firefighter arsonist problem also occurs in France…

Francois
It has been argued that the 1930s depression was the a signal crisis that led to the final collapse of British global dominance, and the consequent rise of U.S. hegemony.

Of course the industrial and financial groundwork had already been laid, and of course WWII was a big part of this, but the 1930s economic crisis was certainly a watershed event that helped usher in this shift in global power relations.

I don’t think it is much of a stretch to see a similar thing happening in this financial crisis, with the decline of U.S. global dominance and we can all guess which power is rising to replace it. In retrospect, this crisis may well be seen in these terms.

BTW, you’re absolutely right that it occurs in France and if I’m not mistaken, French firefighters used to get “primes” or bonuses when they fought fires, which actually gave them an incentive to start them. Ideally they would be small and easy to put out, of course, but occasionally they ran out of control. I’ll let others follow up on that analogy.

Patrice Ayme
It is WWI that caused the decline of Britain (and France). WWII was more of the same.

The crisis of 1929-1933 was caused by the bubble economy of 1920s, itself a result of an attempt to reflate the British economy. At least such is my understanding from my very long term memory (I bought, but did not read yet more recent books on the subject, with the exception of Niall Ferguson, who are full of unacceptable “explanations”, similar to the “explanations” of that preceding historian of the Ferguson’s sort, who was elected in January 1933).

Both WWI and WWII caused the ascent of the USA, and the so called “American Century” [1945-2001]. The USA profited from the wars without suffering much from them. Whereas the USSR lost more than 26.6 million people killed, and all of the rest of Europe was devastated, except for two countries which collaborated with Hitler, namely Sweden and Switzerland. The fact the later two did so well economically afterwards is a testimony to the fact that war can be highly profitable, if one avoids massive destruction while extending one’s economic reach, which is what the USA did on a massive scale.

For example as International Business Machine was given the monopoly for computing in Hitler’s Reich, it extended its reach in (occupied) Europe. By what some insinuate was not a miracle, none of the 35 factories of IBM in Germany was damaged enough to stop operations during the war. As Europe was liberated, Hitler’s IBM (”Dehomag”), the Nazi octopus, became American IBM, the liberator octopus. And so on with many American enterprises which had collaborated with Hitler.

As Europe imploded, the European empire collapsed and were replaced by American influence, business and value system. That, too, was highly profitable.

Thus the ascent of the USA is closely related to German becoming fascist crazy (1914-1945). Russia becoming crazy with Soviet fascism did help the USA too. As Europe is rebuilding, one can suspect that the USA, left to its own instruments, will shrink back because its imperial mentality is not adapted to the loss of the artificial reason that made it so big.

The Europeans now know that materialism, imperialism, nationalism and hubris excess can lead to the destruction of civilization. But America’s main stream ideology has not integrated that lesson, and thus the elite of the USA keeps running away with the worst errors, in blitheful impunity. Excess never last forever.

Patrice Ayme
http://patriceayme.wordpress.com/

Patrice Ayme
Silke: These problems are vast. You are right about the declines of other powers. Now as far the USA is concerned, it all depends upon what “USA” means. The GIs on the beaches were heroes, and so were the crews of the carrier Enterprise.

One has to get away from the national model: inside most countries, some people behaved well, and others, terribly. No doubt most Americans behaved very well in WWI and WWII, as they do now. Most Americans did not support Hitler anymore than most Americans worked at Goldman Sachs.

It may be more profitable to criticize specific ideas rather than people.

For IBM, please read “IBM and the Holocaust” (Erwin Black). I have written more than 2,000 pages on my various sites on the general subject of the factors that led to WWI and WWII, and my convictions are numerous, to the point of looking sometimes contradictory to the untrained mind.

Patrice Ayme
http://patriceayme.wordpress.com/

Silke
I am rather proud of my untrained mind.

I am aware of the IBM-book, it created quite a ruckus at the time in Germany.
there are stories galore like that

and last but not least

I meant the USA as an occupying power in Germany – it gave little me a prosperous and really good life to date

and to make the the probably most contentious point clear:

I am convinced that the bombing of German cities during WW2 was the right strategy. It made my Herrenmenschen-ancestors tired enough to not resist occupation. And I take into account that it made my first 3 years quite unpleasant – though it was mostly the British who bombed Nuremberg where I lived at the time, I am glad the US did not stop them doing it
Silke

???
“we can all guess which power is rising to replace it”
To me that sounds like a much too orderly sequence of events.

if the American hegemon should really go into decline my bet is on an extended period of chaos during which everybody is trying to grab a piece of the cake whether the current candidate for “succession” will eventually come out on top is a totally open gamble

- who would have thought at the time that some Arab desert sheiks would suddenly appear on the scene and manage to grab huge chunks of the former Roman empire as well as eventually East-Rome (Byzantium) also

Patrice Ayme
Silke: Happy you loved the bombing of Hitler’s Germany. I agree, all the way to Hiroshima (I have some doubts about Nagasaki). I have no problem with these Anglo-Saxon heroics. Interestingly the son of ambassador Kennedy, a fascist sympathizer, died in a quasi suicidal bombing mission against the Nazis. Raffiniert ist der Herr Gott…

Aerial bombing, however atrocious, was the only way to defeat Hitler, itverpt the breaking of hubris, but it is not restrcited to Herrenmenschen, which is the subject at hand.

Silke
I once had a neighbour who was a devoted voluntary fire-fighter and paramedical to boot considered by the whole village after careful and reluctant assessment to have started quite some “good” fires, fortunately without loss of human life, albeit killing in his greatest “success” a number of cattle and pigs
it seems that in the rural areas of Germany this is not uncommon at all

whess

Otto: Apes don’t read history.
Wanda: Yes they do, Otto, they just don’t understand it.
whess
When you write that the behavior seems to be wired into the DNA you are saying the it is unavoidable in the current system. It fits the patterns of totalitarian governments, which use crises to legitimize their power. I shudder at the terms recover, reform, and re-regulate because none of these involve major changes to the system, changes that would indicate substantial cultural evolution (and thus changes in the DNA, to extend the metaphor).

I believe we are in a pre-revolutionary situation in this country. The respondants to these posts are highly educated and equally disaffected. We have lost confidence in the government to address the basic needs and concerns of the majority of the population. Obama, like many transitional administrations, seeks to please everyone by its moderate positions. Such an approach eventually fails because it fails to make radical enough changes to resolve the underlying grievances.

Simon, your comments reflect this disilluionment and cynicism that characterizes many intellectuals today. You write them as if you fail to realize how damning they really are.

I was struck by the respondant who wrote of U.S. Supremacy. We were cast in a role after WWII that may have done us more harm than good; I suggest leadership in any sphere comes from the qualities of courage, justice, and compassion. U.S. supremacy has been built on a very different foundation. If we want a strong national and global economy we learn how play fair and share the playground.

BTW I love your blog!

Carson Gross
I don’t think the firefighter arsonist metaphor is a good one. The firefighter arsonist is intentionally causing an evil in order to participate in the form of a good.

Bernanke’s situation is much closer to that of The Magician’s Apprentice. He’s playing with a system far more complicated, chaotic and reflexive than he can possibly hope to understand, model or control. And, in that sense, his failure is mixed up with the core failure of our broader academic class: a lack of humility in the face of the unspeakable complexity of the world coupled with a quasi-platonic messianism.

Cheers, Carson

egominimus
This is one of the most intelligent posts on this and many blogs. But, I would quibble further with the dig at academics or “quasi-platonic….” dont even know what that means.

One of the clearest explanations of what has happened, is a system complex beyond our understanding.

zic
Many years ago, when my son was in second grade, he entered a ‘video’ he’d made in a competition for students run by the Boston Computer Society. He won first place in his division, simply because there had never been another second-grader produced video.

A few months later he was happily planning his project when he got an email; there would be no next year. The society had held its annual meeting, and compared its accomplishments to its mission, and decided the mission accomplished. Instead of creating new goals — or lighting more fires — to justify continued activity, it disbanded.

(In contrast, at the same time, the Mass. Turnpike Authority met, said it’s mission of paying for the Mass. Turnpike was accomplished, and invented a new, never-ending mission.)

The Boston Computer Society’s action still stuns me; it’s an incredibly rare thing. Most groups follow the example of the Turnpike Authority, and expand their mission, lighting new fires to put out instead of taking credit for a job well done and stepping down or stepping back.

No, I’m not libertarian and think the Federal Reserve should retire because the “recession” is over. But I do think mission creep you describe would lead to fewer fires if all public agencies had more of the “mission accomplished, let it go” mentality.

pacr
Zic: The same thing goes for private corporations, they mutate through time to justify their continued existence – their original products become obsolete, so they invent new ones. They gobble up small companies to eliminate competition etc. ‘Mission creep’ is a universal characteristic of human activity. It’s up to others – voters or shareholders- to question the reason for the continuation of any organization.
Philip H
It makes no sense at all. Unless, of course, they are not afraid of future financial fires – despite the enormous fiscal cost (likely 40% of GDP from this round alone), the unemployment (heading to and lingering at 10%, by the administration’s own revised estimates), and the millions of people hammered hard by lender abuse, house price collapse, and job losses.

Simon,

I think you missed this mark just slightly. Precisely because they view themselves as the saviors in all the other crises, they believe that no reform is really needed BECAUSE they know they can save us when the relaaly big bubble bursts. Its a combination of pride, inflated egos, exagerated sense of control, and blindness to their own contributions to the problem.

Of course, it doesn’t hurt that they are also mostly ex-financial sector folks who are routinely lobbied for by many in the industry. Foxes and hen houses, after all.

tyson
With all do anger to Bernanke and Greespand and the rest of the individuals who helped perpetuate bubble economics. In the end, where is the anger on the part of the populace?

Ultimately people get the governments they deserve, and while I shudder to say it, the US people deserve this government and the other inevitable consequences of inaction, laziness and ignorance.

As many posters have noted, all segments of society have lost their believe that government can do anything of value or improve their lives, yet their vote in the very same people year after year. Why on earth would the Bernanke’s of the world change, they can do what they please and face little to know consequence, except the possibility of a promotion. Why would the Dem ever champion true reform when they know faking it will ensure their re-election? Until the average American gets more interested in economic policy then Michael Vicks personal activities, the state is doomed.

The people have been lulled to sleep, and they seem to love it. I have to agree with Bill Maher, the US is a dumb country, or perhaps a better way to put it is selective stupidity. While the average gun totting protester can probably name the entire staring line up of the his local college football team, who probably can’t name his representative or whom the Federal Reserve Chairman is, or define interest rate. But he could probably unload and reload a rifle before you could say “screwed up priorities”.

The US ridicules the UK for its monarchy, yet watch as Senators who preside in ignorance for 40 years only to retire and appoint their children to their seats. Biden and Dodd have already indicated this will be the case. They rage against healthcare yet see no connection between treating their bodies horribly. At the same time we are debating deductibles, public options, ect, KFC recently came out with a sandwich with fried chicken as bread. You can have all the public options you want, if that is what you eat, you will be unhealthy.

Finally, while I love to come to these sites and read the posts, this small group of uber-interested policy wonks are in the minority. After reading some of the comments from congressmen and the media, I am firmly convinced that we are better informed and more interested in public policy then they are. That is scary. When random internet readers can better discuss the details of banking regulation then elected public officials, your state is sunk.

jake chase
Don’t blame the voters; they only give us a choice of two, and half of us haven’t voted for years and years. They skunked us at the first Constitutional Convention. Only a parliamentary system can save us. Perhaps, there is a Kennedy or a Bush willing to serve as monarch? In fact, maybe we should merge with England? Replace the Supreme Court with a House of Lords? Sell titles of nobility to retired corporate poobahs and pay down the deficit?

How does the Bank of England work? Is it more to be trusted than the Fed?

After the South Sea Bubble exploded (1720) the leading finaglers were stripped of ALL their property. Makes you believe in ex post facto laws!

tyson
I will have to kindly disagree with you on the two choices part. Ross Perot came up, Nader has run forever, but no one votes for them. While neither of these men would be my personal choice, a viable third or fourth party would do wonders. But because no one believes that a third party is viable, progressives must join the democratic party.

Perhaps another option for certain parts of the US. Seriously, let the South secede. I continue to hear there is no blue America, no red America rhetoric, but believe me there is.

People in Seattle have far more in common with Canadians then with people from Texas.

Part of the US want to be a progressive, democratic country based on secular values, the embrace of science, and a more moderated version of capitalism.

The other wants to turn back the clocks, teach creationism as science, burn any book other then the bible and let the chips fall where they may. Why not let them?

As a Canadian, I invite all interested American States to join Canada. I think we all know which states would want to join, and which ones would join the sovereign Texan Republic and start a war with Mexico. Its a little cold, and you would have to embarce the metric system, but I think most would enjoy it.

pacr
“After the South Sea Bubble exploded (1720) the leading finaglers were stripped of ALL their property.”

is it known how many of them made it back to positions of eminence?

Silke
Simon: Is this a personal failure by folks like Bernanke, Geithner etc. Or is it systemic? Yes some people ’saw’ the bubble ahead of time, but were they mavericks? Mostly, it seems. This implies that orthodoxy failed, not just the purveyors of orthodoxy. So those firefighters cannot be blamed because they didn’t realize that they were playing with matches – who knew matches start fires?

Clearly orthodox economists had no clue about the economy they were overseeing. That much we know. If they did then they are morally culpable. If they didn’t they are ignorant. Either way we shouldn’t trust them now.

But what choice do we have? Where is the new theory?

Yakkis mocks ‘complexity’ – I agree it is too often a crutch when we don’t understand something – but it seems economists have simplified their models to the point, not just of irrelevancy, but of starting fires.

Is that what you are saying?

jake chase
Anyone who understood the dynamic relationship between credit and collateral could see the crisis coming, but economists focus only on published statistics and there are no statistics for collateral values.

Mainstream economists can neither explain nor predict anything, but they provide useful justification for existing power relations. They tell us GDP is up three percent. Who knows how they count it? For all they care it was buoyed by a boom in child pornography sales. When aggregates are inconvenient they stop counting, as for example with unemployment.

They define inflation out of existence by excluding things people buy out of necessity and focusing on the price of computing power.

JK Galbraith said it best: economics is the only profession in which it is possible to rise to eminence without ever once being right.

Silke
Churchill said: “Statistics are like a drunk with a lamppost: used more for support than illumination.”
and “the only statistics you can trust are those you falsified yourself”
jake chase
What is interesting about the euphoria over Bernanke is that it has arisen before the development of ANY real recovery. What Bernanke saved was the power of the financial elite who have begun renewed mischief in the stock and currency markets, blowing another bubble because there is no current use for credit apart from fueling speculation.

What, no productive lending?

Why is this surprising when new construction is comatose and industry operates at 60% of capacity? No mortage lending? Who can afford one of these still overvalued houses, particularly now that he is expected to pony up a hefty down payment and perhaps even required to prove his claimed income?

It would appear the Administration is counting on reviving consumer spending by creating CONFIDENCE, but what is the basis for confidence?

We have phony statistics and inflated stock prices and artificially stimulated vehicle sales (whose primary beneficiary seems to have been Toyota), and chump change tax credits to stimulate new home purchases by anyone who somehow can still afford one.

Meanwhile, banks continue to rachet up the terms on consumer credit, and the whole fiasco continues hostage to the Treasury bond market which is expected, I suppose, to continue bubbling forever because, because why? Because lending to our federal government for ten years at less than four percent, and for thirty years at less than five, makes economic sense? To whom? Are the Chinese as gullible as Japanese real estate investors? If what we have these days is not another house of cards I will have spent forty years studying finance and economics for nothing. But the ominous question remains: what comes next?

D. Christopher Leonard
Accepting that financial elites (banking) transit to government and then back again – perhaps akin to setting the fox to watch the chickens, we might want a broader historical perspective on the behavior of American financial elites both in and out of government. Over the same period, there has been widening income inequality (v. Saez’ work) and manufacturing has declined.

The U.S. exports armaments, primary agricultural products, and sovereign debt.

Over the same period, the terms of political discourse have been defined by the Reagan-ite ‘government is the problem/enemy and so we have dis-invested in infra-structure, education (more broadly social capital) pensions were shifted from defined benefit to define contribution, shifting risk onto those least able to bear it.

To note that these co-occur is not to prove that they are by design linked. But it may be useful to think about why capitalist elites have felt that there needed to be a new wave of accumulation, and that the traditional bases of U.S. strength – a very well endowed, big continent,the absence of industrial competition for 30 years after WWII, and a huge national market – were diminished and ‘we’ were no longer internationally as competitive – except in as much as an imperial power can always exact compliance or at least deference.

Think about the boosterism of Summers, Rubin, Greenspan, etc in that light.

Yakkis
No one is suggesting that our illustrious financial firefighters deliberately triggered a crisis.

Exactly. Who knew that if you poured gasoline on the economy making it overheat and then lit a match that the whole thing could go up in flames?

Silke
Yakkis, you underestimate human stupidity
Yakkis
There is this wonderful type of stupidity where you accidentally become rich beyond anyone’s wildest dreams.
Silke
Yep

because why should people who are so notoriously bad at planning and predicting be good at it when they happen to be villains – stupidity and ruthlessness/recklessness go very well together

If I hadn’t seen so many utterly stupid people succeed beyond any measure of imagination I would agree with you – but so personal experience makes me wary of atrributing the power of planning this to them

nevertheless they are of course they are wholly accountable for what they did – if they claim they are not the place for them to be is the lunatic asylum (not the modern kind though- hopefully)

Yakkis
I find your words strangely comforting, as if I too could achieve the American dream.
chas
Our financial system is under the control of a group of pseudo-intellectuals who’ve convinced themselves & everybody else that they’re really smart.

They talk like they’re smart, they look like they’re smart, they sound like they’re smart, they act like they’re smart. But they’re all really, really stupid.

Patrice Ayme
Chas: That is why the Greek discovered the concept of hubris: superiority pushed to the point of completely idiotic madness. The Greeks discovered it the very hard way: their civilization never came back…
Silke
Greek hubris is also supposed to make the Gods jealous
wonder who will turn out to be the Gods this time

Greek civilization came never back?
their culture survived not only in Rome but in Byzantium also and clad as an ideal to this day

Patrice Ayme
Silke: Elements of Greek culture survived in the Greco-Roman empire. Constantinople was all the opposite of Antique Greece: the demos spoke Greek, true, but had no mind.

Greek civilization is fully born again today, true, and even in Athens. But it had gone extinct, at least in Greece, for 22 centuries (from Alexander to the flight of the Ottomans).

Patrice Ayme
And, as far as jealousy is concerned (good question), the whole world has long been jealous of the USA… Yesterday’s rest of the world, tomorrow’s gods?
pacr
I assume you’re referring to economists, especially financial economists. Peer reviewed journals helped them self-select themselves into oblivion. The trouble is: they took us with them.

They need to be held accountable. Maybe we should ‘deregulate’ economics: abandon tenure, open up the market for ideas, eliminate the oligopolists running the journals.

Could be fun to do to them what they did to us.

Paul Handover
Chas, echo that for politicians.

See this http://waugh.standard.co.uk/2009/08/brown-ignored-warnings-re-toxic-loans-and-financial-crisis.html

In that article Jim Chanos and Paul Singer, both financial bods, come out of it pretty well.

Earl Killian
Perhaps a better analogy would have been a fire chief who fights to prevent the national electrical code from adopting rules that reduce fires caused by faulty wiring. The fire chief reasons that electricity has benefits, and so shouldn’t be burdened with rules, and besides, and the fires that result can be handled by his fire department. The debate never seems to include the option that you can have the national electric code without reducing innovation in electrical products.
Yakkis
…where the firechief has been appointed by the local arsonists who need for the fire department not to put out the fires until there has been a total loss.
MarkS
Don’t count me in on the firefighter theory. The reason for our serial bubble economy is simple: Our credit driven banking regime, and our culture’s unwillingness to sacrifice short-term advantages for long-term properity.

Our financial system generates money on the basis of the promissory notes accepted by the banking system. At some point in the growth of the money supply, debt will exceed the income available to service it. At that point, two options are possible:

1. Deleverage – Write-down those debts that can not be serviced and properly value assets that decline in price. (Take your medicine)

2. Re-Inflate – Pump-up different assets’ market value with new banking loans that will briefly compensate for the old loans in default. (Hair of the dog)

I think that the Fire Insurance analogy is more apt. Allowing the financial industry to issue Credit Default Swaps in excess of the value of the assets being insured created the perverse incentive to bankrupt the securities.

Ted K
The thing I think is, you need someone who generally cares for other people, and the citizens of America–the “smallguy”.

Everything in Lawrence Summers’ demeanor, tone, and body language says he doesn’t.

His whole attitude is one that can’t understand why other people can’t just be born in a family of wealth and privilege like he was.

His facial expression screams “Why can’t everyone just draw squiggly lines on a supply and demand graph and make millions like me?” He’s not only arrogant, he is PROUD of his arrogance.

We have other people like Alan Blinder and Joseph Stiglitz who can draw lines on a supply and demand graph who genuinely show more concern for the “small fry”. Why do they always get lost in the mix???

chas
Precisely.

And why can’t we find some political candidates SOMEWHERE, to run for Congress or the Presidency, with some genuine empathy for Main Street Americans?

For the skilled workers & unskilled laborers who work hard all day every work day to produce the stuff consumed by the parasites in Congress, the Administration, at the Fed & big bank management.

Silke
“And why can’t we find some political candidates SOMEWHERE”

from afar it looks like by now only Saints qualify and to get a saint who has the shrewdness of getting deals made, being devious, threatening and upright honest all at the same time, as gifted negiotators have always been, seems very improbable to me.

in some way the current job description for politicians in democracies have to be rewritten – maybe regularly confessing past and current sins with the promise of not repeating them would do

Uncle Billy the Un-Cunctator
“No one is suggesting that our illustrious financial firefighters deliberately triggered a crisis.”

Are you saying that Nemo is suggesting this?

You are wrong. There are plenty who are suggesting this, just not many who have any solid evidence. The fact that they might not have a PR machine that gives them a platform does not mean they are “no one.”

Refer again to Jamie Dimon’s smirking comment to Charlie Rose. Something like: “Buying a house is not the same thing as buying a house on fire.”

http://paul.kedrosky.com/archives/2008/07/09/an_hour_with_ja.html

Refer again to this paper from 2002 called “Home is where the equity is” (Univ. of Chicago academic, btw) It offered a suggestion for policy — let people suck the equity out of their houses. Doesn’t the title remind you of Willy Sutton’s famous quip? “That’s where the money is”? Willy Sutton, the bank robber? Are there lots more clever titles on papers out there that helped us blow our bubbles?

http://faculty.chicagobooth.edu/erik.hurst/research/equity_resubmission_jmcb_final_aug2002.pdf

Silke, there is far more stupidity and chaos out there than conspiracy. This is not, I believe a reason to discount the possibility that our crisis(es) were engineered systematically.

Silke
forgot:
as those who engineered the steps towards the abyss got paid for their “expertise” they have forfeited their right to that money just as any car salesman would forfeit his if the car deviated in a major let alone catastrophic way from the sales pamphlet.

make them bankrupt and put them on food-stamps or whatever your American equivalent of Hartz IV is and do it not only to the bonus collectors among them do it also to the professors who promoted the theory/dogma.

 Whether assistant professors and clerks, journalists and TV-persons need to be included has to be evaluated.

All those who claim to have been duped, to have been unable to foresee it failed and/or cheated on the job and should make amends that amount to more than confessions.

what happens instead? Ackermann had a birthday dinner at Merkel’s chancellory – Ackermann is head of Deutsche Bank who carried away 12 bn of US-bail-out money refusing at the same time German bail-out – that needs to be rewarded? doesn’t it?

(I doubt that the dinner was lavish though – presently lavish is not in fashion over here -http://www.thepeninsulaqatar.com/Display_news.asp?section=Business_News&subsection=market+news&month=August2009&file=Business_News2009082611950.xml)

Tom
“We have the best government money can buy”. Edward Kennedy. Why would we expect them to look out for the public interest? I can’t imagine why. Until we change that, the government won’t be any help in loosening the stranglehold that entrenched interests have in preserving their entrenched interest.

This is true in every important area of society: Energy, Health, Education, Finance and Banking…..

For me that is the crux of the matter.

Hillbilly Dary
The first thing we do is kill all the economists (figuratively speaking).

In my view there are two types, both of which have proven to have very limited utility (to coin an economic term):

  1. The academic/research wonks that analyze data that by definition must be historical and apply historical questions and assumptions to it to attempt to make future prognostications. These folks fail because they lack the ability to ask the right questions because we haven’t been there yet-tomorrow isn’t yesterday until two days from now.
  2. The tinkerers that operate with the inate belief that lifting here, tucking there, adding a little botox here, triming over there, will result in a a super model. Veritable masters of the universe. Unfortunately, all too often they end up with Michael Jackson’s face.

Both perpetuate the system. The academics crunch the numbers for the tinkerers. The tinkerers in turn attempt to create tomorrow’s tomorrow numbers for the academics to crunch three days from now.

But the whole charade is based on linear as opposed to dynamic thinking, and is premised on the faulty logic that one can linearly influence a dynamic system that one doesn’t understand, can’t understand, and can’t possibly ask the right questions to predict.

There is too much meddling in my view to begin with.

How Much Does the Financial Sector Cost?

The Baseline Scenario

with 35 comments

Benjamin Friedman, in the Financial Times (hat tip Yves Smith), questions the high cost (read: compensation) of our financial sector. But he does not simply say that huge bonuses for bankers are unfair. Instead, he says that the costs of financial services need to be balanced against their benefits.

The discussion of the costs associated with our financial system has mostly focused on the paper value of its recent mistakes and what taxpayers have had to put up to supply first aid. The estimated $4,000bn of losses in US mortgage-related securities are just the surface of the story. Beneath those losses are real economic costs due to wasted resources: mortgage mis-pricing led the US to build far too many houses. Similar pricing errors in the telecoms bubble a decade ago led to millions of miles of unused fibre-optic cable being laid.

The misused resources and the output foregone due to the recession are still part of the calculation of how (in)efficient our financial system is. What has somehow escaped attention is the cost of running the system.

In particular, Friedman wonders at the relationship between the value provided by financial services and the opportunity cost involved: “Perversely, the largest individual returns seem to flow to those whose job is to ensure that microscopically small deviations from observable regularities in asset price relationships persist for only one millisecond instead of three. These talented and energetic young citizens could surely be doing something more useful.”

This reminds me of something Felix Salmon wrote about a while back: If profits and compensation in the financial sector go up and keep going up, that’s a priori evidence of inefficiency, not efficiency. Those higher profits mean that customers are paying more for their financial services over time, not less, which means that financial services are imposing a larger and larger tax on the economy. Now, it is possible that they are also increasing in value fast enough to cover the tax, but that is something to be proven.

By James Kwak

 

Magic and the myth of the rational market By Keir Martin

FT.com

Published: August 24 2009 21:57 | Last updated: August 24 2009 21:57

“If they see me planting too much cocoa, they’ll do things to my land and my family, and they won’t bear fruit; really bad things; puripuri and other witchcraft.”

This was how Peter explained to me why he had only cultivated half of the three-hectare block the Papua New Guinean government had given him after he was evacuated from his home during a volcanic eruption eight years earlier. He was also providing a response to an accusation I had often heard levelled at his fellow villagers by government officials and development workers in the course of my anthropological field research: that the people were lazy or stupid because, like Peter, none had planted the whole of their blocks of land.

Such an avoidance of profit maximisation might have appeared economically irrational. But from the perspective of those villagers, putting in extra work just to make oneself a target for the jealousy of one’s neighbours would be highly irrational behaviour.

Critics of untrammelled free markets have long attacked the assumption that markets are rational, driven by rational self-interested economic actors. But the question of economic rationality has returned with a vengeance in the wake of the current crisis.

Both advocates and critics of the rational economic actor model are usually keen to stress that it is a rationality that measures economic value and does not take into account the social setting. Yet, field research clearly shows that the actions of individuals vary massively depending on social context.

Living in Papua New Guinea, one is struck by the resources expended on gigantic ceremonial gift exchanges. The “big men” running such systems did not call in debts to maximise the number of pigs or modern wealth items such as money or trucks in their possession. But academics continued to assume that the aim was to profit over the long term, with the discrepancy between this assumption and the big men’s actual activities being explained as the result of “selective amnesia”. It was only when the assumption of economic rationality was dropped that it was possible to understand the big men in their own terms. Their aim was to increase the number of those dependent upon them, and so, like a Mafia godfather, their aim was to create debts that would never be repaid. Like Mafiosi, their actions were neither the result of what one economist described as “an inferior mentality”, or a lack of rationality. They were entirely rational within a context in which building up an army of followers was at times a more pressing demand than stockpiling wealth objects.

One response to the current crisis has been a rise in the popularity of behavioural economics, which examines the psychological and emotional factors behind transactions. These models drop the assumption of the rational actor yet implicitly keep the same model of economic rationality at their heart. We may diverge from the path of rationality for all sorts of psychological reasons but only because emotion, Keynes’s famous “animal spirits”, clouds our judgment.

Clearly the stress, fear and excitement that run through investors’ nervous systems can have as strong an impact on their investment choices as they can on gamblers caught up in the enthusiasm of a race meeting. But it is also important to remember that rationality can often be a matter of perspective and context. From a theoretical perspective it may be irrational to sell an investment for less than its true value. But, if everyone else is selling, are you going to risk your job as a professional investor holding on to those securities?

That sell decision is as rational in a Wall Street context as the Papua New Guinean’s decision not to maximise the returns from his block of land are in his, even if in the long term your interests may be better served by holding on to those securities.

At certain points the interests of individual investors, investment funds and the market as a whole may coincide. At such points reaching a consensus on what is rational is rather easy. At other times, however, they will diverge. In such contexts, rather than assuming that non-textbook behaviour is the result of a fall from rationality, our understanding of how markets work may be better served by an examination of how different measures of rationality emerge in different contexts, and how to manage them when they come into conflict.

The writer is a lecturer in social anthropology at Manchester University
 

 

[Aug 23, 2009] The Limits of Arbitrage

The Baseline Scenario

Wow, it’s already Friday. I’ll feel that I’ve short-changed you if we don’t do some Finance Theory before I go.

Did you see this roundtable about the state of macroeconomics in The Economist’s Free Exchange? Fascinating stuff; in particular it became a bit of an odd defense of the Efficient Markets Hypthosis (EMH). A representative comment was made by William Easterly, in defense of EMH:

The most important part of the much-maligned Efficient Markets Hypothesis (EMH) is that nobody can systematically beat the stock market. Which implies nobody can predict a market crash, because if you could, then you would obviously beat the market. This applies also to other asset markets like housing prices.

This is not true, and I want us to walk through why it isn’t. In March of 1997, Andrei Shleifer and Robert Vishny published a paper titled The Limits of Arbitrage (pdf) in the Journal of Finance. I think it’s the most important finance paper of the past 15 years, something everyone even remotely connected to financial markets should become familiar with. It builds on and summarizes a decade long research project, research they conducted with people such as Joseph Lakonishok and Brad Delong. In it they say that arbitrageurs, the very smart and talented traders at hedge funds who will take prices that are out of line and bring them back into line, making a good fee and making prices reflect all available information, the very building block necessary for EMH to work, can’t do their job if they are time or credit constrained. Specifically, if they are highly leveraged, and prices move against their position before they return to their fundamental value – if the market stays irrational longer than they can remain solvent – they’ll collapse before they can do their job.

And sure enough, a year later in 1998, Long Term Capital Management, very smart highly leveraged arbitrageurs, found themselves in a situation where prices moved away from them, and they had no capital with which to keep themselves afloat, just like Limits Of Arbitrage predicted. (This is the standard narrative in finance research seminars; it also appears this way, correctly, in Justin Fox’s The Myth of the Rational Market, a very excellent book that gets these details correct.)

There’s an argument that says “If the market is inefficient, why aren’t you rich?” This gives us the framework to understand why markets could deviate from true value but there isn’t a way to capitalize on bringing them back to true value – sometimes there is risk inherent in arbitrage, and sometimes there are situations where it is difficult to get on the other side of a trade. And specifically, it’s risk that isn’t compensated.

Here’s an example of how this works. Let’s say something is trading at $5. You are positive it is going to reach $10. Positive. It must. No chance it won’t at some point in the future. So you buy it, telling your boss/manager/investors you are going to make $10-$5 = $5 for free. But the price goes to $2.50. What happens? You should buy a lot more. Now you are going to make $7.50! However your boss/manager/investor thinks you are insane and have lost them all kinds of money, as they now have half of what they gave you, and wants to pull your trading funds – if you sell then, you lose money, and put downward pressure on the price. Also, depending on how you were leveraged, you may also be bankrupt. That’s how this works.

This gives us a guideline for figuring out how markets can get out of alignment with value – if it is difficult to attract arbitrageurs, who are necessary to keep prices in alignment, we should expect the market to have prices that are more prone to manipulation and bubbles. What attracts arbitrageurs? The bond market – it is easy to calculate the value of a bond, and easy to realize the value quickly. Foreign exchange markets – it’s relatively easy for arbitrageurs to go after central banks attempts to maintain nonmarket exchange rates.

What doesn’t attract arbitrageurs as easily? The stock market. The absolute and relative value of a stock is harder to estimate, and it may take a long period of time to realize your gain. (If you are comfortable with the terms, expected alpha doesn’t increase in proportion to volatility if volatility includes fundamental risk – read the paper, it’s excellent!) And though it isn’t covered in the paper, housing.

There’s no real way to go short housing. You can go short the bank issuing mortgages, but if the bank has two internal businesses – jumbo subprime loans and boring small business loans – might it not be sensible for them to turn down the business loan division in response to the market shorting? You need to be able to exert price pressure directly onto the market itself – the more intermediaries, the more likely it is your signal is converted into noise. There’s talk about how in the future we’ll all trade derivatives contracts on each other’s neighborhoods; depending on how that’s implemented, it would be something to say “I want to go short Detroit and Peoria in my portfolio.” Is there moral hazard to drive down those prices then? And life would be more interesting if the investment firm of “My Ex-Girlfriends LLC” could take out a derivative insurance contract that pays out to them if my house burns down over the next year. Thankfully that market is still some time away, if it ever gets here, so we can iron out the difficulties.

There’s a lot more research to be done here, but contrary to popular belief we do have an intellectual framework to know how markets can get out of whack, one that takes the EMH are brings it to a reality where we face actual constraints over scarce resources such as time and capital.

Selected comments

  1. EMH is all nonsense. Soros explained it best: markets have thinking participants who are always biased. His track record makes it clear you can beat the market, which is not about ‘value’ but about psychology.

    Of course, you can lose too, which makes playing with your own money somewhat dangerous.

 

Why 'efficient' markets go haywire - MSN Money by Jim Jubak

So-called efficient market theory sometimes fails -- spectacularly -- to predict Wall Street's behavior, yet the theory lives on. So what's a rational investor to do?

I remember watching in horrified fascination in October 1987 as the stock market crashed. The Dow Jones Industrial Average ($INDU) dropped 22.6% as $500 billion evaporated in a single day.

As a (relatively) young business editor, I got pressed into service calling up the smartest people on Wall Street to ask them what had happened. Money managers on the Street were in shock. "This can't be happening," more than one told me. "Prices don't behave like this."

"Prices don't behave like this." That phrase connects the financial disasters of the past 20 years, from the collapse of portfolio insurance in 1987 to the collapse of mortgage-backed derivatives in 2007.

It will be the theme song for the next financial market disaster, too, because efficient market theory, the set of assumptions that underpins these events, just won't die. It may be intellectual Swiss cheese, but it's far too profitable for Wall Street to let it go.

Rational market a myth?

Justin Fox has just published an extraordinarily interesting and readable history of efficient market theory titled "The Myth of the Rational Market: A History of Risk, Reward, and Delusion on Wall Street."

Read it and you'll understand how we got here, why Wall Street will keep recreating these disasters and how you can tiptoe around the worst of the damage.

What Fox is best at is showing the reader the assumptions behind efficient market theory from its development in the 1960s to its triumphant takeover of business schools, Wall Street and corporate boardrooms in the 1980s. (I had the key formulas of efficient market theory, models such as the capital asset pricing model, drilled into me in the year I spent in business school in the early part of that decade.)

What are some of those key assumptions?

Fox is extraordinarily fair to the great names of economics and finance who put this structure in place: Franco Modigliani, Eugene Fama, Merton Miller, Fischer Black, Harry Markowitz, Milton Friedman, Myron Scholes and others. They never come across as anything other than what they are: brilliant thinkers who knew they were making radically simplified assumptions about reality so that their models would work.

Fox's most interesting chapters are his discussions of such honest thinkers as Black, who never forgot that his theories were built on simplified versions of reality. I can't imagine being tough enough to constantly question the validity of your life's work, but some of these folks did exactly that.

Events, of course, helped them along, because reality struck back hard not too long after efficient market theory became the ruling orthodoxy. The first of these was the 1987 stock market crash, which was facilitated, if not created, by a financial product called portfolio insurance, built out of the pricing models created by efficient market theory.

Hedge fund debt disaster

Then there was the collapse of the Long-Term Capital Management hedge fund in 1998. Some of the best minds on Wall Street had devised immensely profitable strategies that exploited tiny, unjustified differences in the prices of financial assets such as Treasury bonds with 30 years until maturity and Treasury bonds with 29.75 years until maturity. In the first several years after its founding in 1993, Long-Term Capital averaged returns of 40% annually.

But by 1998, Long-Term Capital had borrowed billions -- $124.5 billion, to be precise -- to get more bang from the tiny price discrepancies its computers had identified. Then a financial crisis in Russia triggered a chain of events that led to losses at Long-Term Capital of $4.6 billion in less than four months. Prices for its portfolio assets collapsed -- which shouldn't happen in an efficient market -- and liquidity dried up -- also not part of the theory. The New York Federal Reserve Bank eventually engineered an orderly unwinding of the fund to prevent its problems from rippling out through the global financial system.

Tech stock bubble blows up

There are more recent examples, too. Then-Federal Reserve Chairman Alan Greenspan's decision not to prick the technology bubble in 1998 or 1999 led to irrationally high stock prices, which then collapsed to irrational lows. Where was the efficiency to a market that valued Cisco Systems (CSCO, news, msgs) at $80.06 a share on March 27, 2000, and at $8.60 on Oct. 8, 2002?

Surely one, or perhaps both, of these prices is better explained by the behavior of lemmings leaping into the ocean than by the rational decision-making of efficient market theory.

Debt derivatives trigger panic

And now in the current crisis, investors have received a painful refresher course in how panic -- by definition neither efficient nor rational -- can so dry up market liquidity that there are no prices, efficient or otherwise, for some assets at all. It's hard to get to price equilibrium when no one is bidding.

Fox's book also makes it depressingly clear why, despite its failures and its role in global financial disasters, efficient market theory isn't about to go away. The theory provides a set of mathematical formulas that let people on Wall Street calculate price and quantify risk for things like options and their increasingly complex descendents in the derivatives world. And the bottom line on Wall Street is that if you can price a product and give it a risk rating, you can sell it.

After watching the flood of profits created by new products that priced the risk of mortgage-backed assets, do you doubt that for a moment?

And as we know so clearly, the rewards for creating profitable instruments based on this flawed theory far outweigh the punishment for being wrong. Sure, a Lehman Bros. (LEHMQ, news, msgs) goes under, but life and bonuses go on at Goldman Sachs (GS, news, msgs) and even at Merrill Lynch.

 

[Jul 20, 2009] Ketchup and the housing bubble - Paul Krugman Blog -

My God, how a person who is a university professor (and Eugene Fama is a university professor) can be such an idiot ?
NYTimes.com

I’m working on the relationship between economic theory and the current crisis, and one thread obviously involves the role of efficient market theory in breeding complacency. So I ran across this revealing late-2007 interview with Eugene Fama. In it, Fama dismisses the whole idea of bubbles:

Well, economists are arrogant people. And because they can’t explain something, it becomes irrational. The way I look at it, there were two crashes in the last century. One turned out to be too small. The ’29 crash was too small; the market went down subsequently. The ’87 crash turned out to be too big; the market went up afterwards. So you have two cases: One was an underreaction; the other was an overreaction. That’s exactly what you’d expect if the market’s efficient.

The word “bubble” drives me nuts. For example, people say “the Internet bubble.” Well, if you go back to that time, most people were saying the Internet was going to revolutionize business, so companies that had a leg up on the Internet were going to become very successful.

I did a calculation. Microsoft was an example of a corporation that came from the previous revolution, the computer revolution. It was hugely profitable and successful. How many Microsofts would it have taken to justify the whole set of Internet valuations? I think I estimated it to be something like 1.4.

And he expresses confidence over housing (rather late in the game, wouldn’t you say?):

Housing markets are less liquid, but people are very careful when they buy houses. It’s typically the biggest investment they’re going to make, so they look around very carefully and they compare prices. The bidding process is very detailed.

What this made me think of was an old paper by Larry Summers mocking finance economists as the equivalent of “ketchup economists”, who believe that they’ve demonstrated market efficiency by showing that two-quart bottles of ketchup always sell for twice the price of one-quart bottles.

In the case of housing, buyers do carefully compare prices — with the prices of other houses. That is, they make sure that two-quart bottles of ketchup are the same price as one-quart bottles. As we’ve seen, however, they don’t do a very good job of checking whether the overall level of housing prices makes sense.

Yes, it was a bubble — and as Larry said way back when, the ketchup test just isn’t enough.

[Jul 17, 2009] Economics What went wrong with economics The Economist

Jul 16th 2009 | Economist

Rational fools

These important caveats, however, should not obscure the fact that two central parts of the discipline—macroeconomics and financial economics—are now, rightly, being severely re-examined (see article, article). There are three main critiques: that macro and financial economists helped cause the crisis, that they failed to spot it, and that they have no idea how to fix it.

The first charge is half right. Macroeconomists, especially within central banks, were too fixated on taming inflation and too cavalier about asset bubbles. Financial economists, meanwhile, formalised theories of the efficiency of markets, fuelling the notion that markets would regulate themselves and financial innovation was always beneficial. Wall Street’s most esoteric instruments were built on these ideas.

But economists were hardly naive believers in market efficiency. Financial academics have spent much of the past 30 years poking holes in the “efficient market hypothesis”. A recent ranking of academic economists was topped by Joseph Stiglitz and Andrei Shleifer, two prominent hole-pokers. A newly prominent field, behavioural economics, concentrates on the consequences of irrational actions.

So there were caveats aplenty. But as insights from academia arrived in the rough and tumble of Wall Street, such delicacies were put aside. And absurd assumptions were added. No economic theory suggests you should value mortgage derivatives on the basis that house prices would always rise. Finance professors are not to blame for this, but they might have shouted more loudly that their insights were being misused. Instead many cheered the party along (often from within banks). Put that together with the complacency of the macroeconomists and there were too few voices shouting stop.

[Jul 7, 2009] In defence of EMH by Neil Hume

Jul 06 | FT Alphaville

Marco Annunziata, chief Economist at UniCredit Group, has fired a couple of rounds at critics of efficient markets hypothesis, including Soc Gen’s GMO’s  James Montier and the FT’s  Gillian Tett.

He says simplistic attempts to throw EMH out of the window will not help improve our understanding of financial markets or strengthen institutions to limit the risk of future crisis.

The full piece (including a useful bibliography) can be found in the Long Room, but this summary provides a good overview of his argument.

To sum up: it is disingenuous to argue that universal and uncritical acceptance of the EMH was at the root of the crisis. The EMH has been challenged and criticized for the last thirty years, in a controversy that is still unresolved, and will not be resolved by the current crisis either. If anything, the crisis has been fuelled by behaviors that displayed a blatant disregard for the EMH.

The latest bubble confirms that markets can be frighteningly efficient at amplifying periods of collective madness with disastrous consequence, and that the ideas of behavioral finance, bounded rationality and evolutionary psychology among others are extremely relevant to the analysis of financial markets.

But the EMH’s basic underlying notion that if there are obvious opportunities to earn excess risk-adjusted returns people will flock to exploit them until they disappear is as reasonable and common-sense as anything put forward by the EMH critics. Systematically beating the market remains awfully hard, and the EMH remains an extremely useful working hypothesis. Augmenting it and improving it is extremely desirable, discarding it as hopelessly flawed and irrelevant would be just plain stupid.

Related link:
The Dead Parrot of Finance - Long Room
Promote one who welcomes the death of EMH - FT Alphaville

This entry was posted by Neil Hume on Monday, July 6th, 2009 at 15:25 and is filed under Capital markets, People. Tagged with , , , , .

 

  1. PiotrC Jul 6 21:20
    The idea of fully efficient market is inherently contradictory. In order to remove market inefficiencies we must have traders who are motivated to exploit them. But if the market is perfectly efficient there is no possibility to make excess profits. While efficiency might be true at first order, it cannot be true at second order: There must be on-going violations of efficiency that are sufficiency large to keep traders motivated. The misconception of efficient market is even obvious now than ever before, because it was the intervention of the authorities that prevented financial market from the total meltdown, not the market themselves. Indeed non-equilibrium nature of the markets is especially visible in the sharp price movements occurring at the booms and (especially) crashes which are accompanied with massive price jumps.
     
     
  2. DavidG Jul 6 21:03
    The efficient markets hypothesis is not wrong, just oversold. Like Value-At-Risk, it's true most of the time, but probably not true when you need it the most. This body of thought is great for daily risk management, but not useful for estimating losses in market dislocations.
     
     
  3. Ginger Yellow Jul 6 15:53
    "the EMH’s basic underlying notion that if there are obvious opportunities to earn excess risk-adjusted returns people will flock to exploit them until they disappear "

    That's a very, very weak version of the EMH, though, to the extent that it's almost a tautology. For the EMH to have any explanatory power, it has to incorporate some variation of the idea that markets price in all available information as a result of the sorts of arbitrage described above, not just obvious ones. I mean, even a stupid central planner can spot obvious opportunities.

     
     
  4. Carlomagno Jul 6 15:48
    He's trying to have his cake and eat it too. Doesn't make sense.

[Jul  4, 2009]  Woefully Misleading Piece on Value at Risk in New York Times

naked capitalism
Anonymous said...
I always thought that the EMH is exactly that the market is a discounting mechanism. A classic MBA Finance problem is: Company X announced that their earnings dropped by 5%, yet the market value of the firm rose by 10%. How is that consistent with the semi-strong version of the EMH?

The answer is 'Because the market expected that the earnings would drop by 15%, so a 5% drop is good news, causing the price to rise.'

I am not defending the EMH here or arguing that it is true in reality, but instead saying I don't understand how the discounting mechanism point is inconsistent with the EMH. So I am confused, not arguing. Maybe I just don't know what you mean by the discounting mechanism.

[Jul  4, 2009] Deprogramming the cult of the Efficient Market

February 25, 2009 | Information Processing

Another great EconTalk podcast, this time a discussion with Alan Meltzer of CMU, a leading expert on monetary policy and the history of the Federal Reserve, and a confidante of officials like Alan Greenspan.

At about minute 45 of the podcast we are treated to a revealing 10 minute dialog between Meltzer, a member of the cult of Efficient Markets (EM), and recovering cult member Russ Roberts (host of EconTalk and GMU econ professor), who is starting to realize that reality diverges from the teachings of the cult. Meltzer's thesis is that reckless behavior by bank executives was largely driven by expectations that they would be bailed out in case of disaster. He claims this crisis was caused by moral hazard and the banksters knew full well the risks they were taking. (And the pension funds and sovereign wealth funds that also bought the toxic stuff? Were they expecting a bailout too?) Russ wonders whether top executives really understood the structured finance of mortgages, perhaps neglected fat tail events, perhaps were irrationally overconfident. Roberts' points sound very "behavioral" and not at all EM.

Meltzer cannot bear to admit that the market is not all-knowing. Throughout most of the podcast he steadfastly maintains that current share prices of banks give an implicit (and more accurate than any other) valuation of the complex mortgage securities on their books. This is about as nutty as the thinking that got us into the crisis in the first place! The markets have been valuing CDO tranches from the beginning; why did they get it so wrong for so long? Now people trading bank equity have got it right? (How many are just gambling on probabilities of different rescue / nationalization outcomes?) Meltzer even mentions that the Fed rescue of LTCM was a source of moral hazard, neglecting the fact that the investors and principals were completely wiped out in the rescue.

Russ has made great progress in his thinking during the last few years of doing EconTalk interviews. It's a tribute to his intellectual honesty and common sense that he can, at this advanced age, overcome the conditioning he received from his education within the Chicago EM cult. Most cult members are more like Meltzer. He cannot abandon the faith, even in the face of a market failure of these historical proportions.

But of course it is Meltzer I see on national TV, holding forth with utter certainty on the crisis. For some reason it is he, not Russ, who gets to make expert predictions.

 

 

 

The Myth of the Rational Market By Barry Ritholtz

June 6, 2009

In this morning’s NYT, Joe Nocera takes on one of my favorite subjects: Why the market is neither rational nor efficient.

He does a nice job, interviewing both Jeremy Grantham and Burton Malkiel. Along the way, he mentions Justin Fox’s new book, The Myth of the Rational Market: A History of Risk, Reward, and Delusion on Wall Street.

Excerpt:

“In the last decade, the efficient market hypothesis, which had been near dogma since the early 1970s, has taken some serious body blows. First came the rise of the behavioral economists, like Richard H. Thaler at the University of Chicago and Robert J. Shiller at Yale, who convincingly showed that mass psychology, herd behavior and the like can have an enormous effect on stock prices — meaning that perhaps the market isn’t quite so efficient after all. Then came a bit more tangible proof: the dot-com bubble, quickly followed by the housing bubble. Quod erat demonstrandum.

These days, you would be hard-pressed to find anybody, even on the University of Chicago campus, who would claim that the market is perfectly efficient. Yet Mr. Grantham, who was a critic of the efficient market hypothesis long before such criticism was in vogue, has hardly been mollified by its decline. In his view, it did a lot of damage in its heyday — damage that we’re still dealing with. How much damage? In Mr. Grantham’s view, the efficient market hypothesis is more or less directly responsible for the financial crisis.

I prefer Res Ipsa Loquitur, but hey, its all Latin to me.

I am about halfway through The Myth of the Rational Market, and so far, its good wonky fun. (Justin, there’s your pull quote: good wonky fun“).  When I’m finished, I will post a review, though I expect my experience in writing a book to have eliminated all objectivity when it comes to reviewing other books.

>

Source:
Poking Holes in a Theory on Markets
JOE NOCERA
NYT, June 5, 2009
http://www.nytimes.com/2009/06/06/business/06nocera.html

Talking Business - Poking Holes in a Theory on Markets - By JOE NOCERA

June 5, 2009 NYTimes.com

For some months now, Jeremy Grantham, a respected market strategist with GMO, an institutional asset management company, has been railing about — of all things — the efficient market hypothesis.

“Our default reflex is that the world knows what it is doing,” says Jeremy Grantham, a market strategist with GMO.

You know what the efficient market hypothesis is, don’t you? It’s a theory that grew out of the University of Chicago’s finance department, and long held sway in academic circles, that the stock market can’t be beaten on any consistent basis because all available information is already built into stock prices. The stock market, in other words, is rational.

In the last decade, the efficient market hypothesis, which had been near dogma since the early 1970s, has taken some serious body blows. First came the rise of the behavioral economists, like Richard H. Thaler at the University of Chicago and Robert J. Shiller at Yale, who convincingly showed that mass psychology, herd behavior and the like can have an enormous effect on stock prices — meaning that perhaps the market isn’t quite so efficient after all. Then came a bit more tangible proof: the dot-com bubble, quickly followed by the housing bubble. Quod erat demonstrandum.

These days, you would be hard-pressed to find anybody, even on the University of Chicago campus, who would claim that the market is perfectly efficient. Yet Mr. Grantham, who was a critic of the efficient market hypothesis long before such criticism was in vogue, has hardly been mollified by its decline. In his view, it did a lot of damage in its heyday — damage that we’re still dealing with. How much damage? In Mr. Grantham’s view, the efficient market hypothesis is more or less directly responsible for the financial crisis.

“In their desire for mathematical order and elegant models,” he wrote in his firm’s quarterly letter to clients earlier this year, “the economic establishment played down the role of bad behavior” — not to mention “flat-out bursts of irrationality.”

He continued: “The incredibly inaccurate efficient market theory was believed in totality by many of our financial leaders, and believed in part by almost all. It left our economic and government establishment sitting by confidently, even as a lethally dangerous combination of asset bubbles, lax controls, pernicious incentives and wickedly complicated instruments led to our current plight. ‘Surely, none of this could be happening in a rational, efficient world,’ they seemed to be thinking. And the absolutely worst part of this belief set was that it led to a chronic underestimation of the dangers of asset bubbles breaking.”

(Mr. Grantham concluded: “Well, it’s nice to get that off my chest again!”)

I couldn’t help thinking about Mr. Grantham’s screed as I was reading Justin Fox’s new book, “The Myth of The Rational Market,” an engaging history of what might be called the rise and fall of the efficient market hypothesis.

Mr. Fox is a business columnist for Time magazine (and a former colleague of mine) who has long been interested in academic finance. His thesis, essentially, is that the efficient marketeers were originally on to a good idea. But sealed off in their academic cocoons — and writing papers in their mathematical jargon — they developed an internal logic quite divorced from market realities. It took a new group of young economists, the behavioralists, to nudge the profession back toward reality.

Mr. Fox argues, echoing Mr. Grantham, that the efficient market hypothesis played an outsize role in shaping how the country thought and acted in the last 30-plus years. But Mr. Fox parts company with him by also arguing that the effect wasn’t necessarily all bad. As for the question of whether an academic theory hatched in Chicago led to the financial crisis, suffice it to say that some questions can never be answered definitively. Which isn’t to say they shouldn’t be asked.

“There are no easy ways to beat the market,” Mr. Fox said when I spoke to him a few days ago. If you want to point to the single best thing the efficient market hypothesis taught us, that is the lesson: we can’t beat the market. Indeed, the vast majority of professional money managers can’t beat the market either, at least not on a regular basis.

As Mr. Fox describes it, much of the early academic work that led to the efficient market theory was aimed at simply showing that most predictive stock charts were glorified voodoo — just because a pattern had developed didn’t mean it would continue, or even that it had any real meaning. Dissertations were written showing how 20 randomly chosen stocks outperformed actively managed mutual funds. (Hence the phrase “random walk,” to connote the near impossibility of beating the market regularly.) Mr. Thaler, the Chicago behavioralist, says that evidence on this point — “the no free lunch principle,” he calls it — is clear and convincing.

In time, this insight led to the rise of passive index funds that simply matched the market instead of trying to beat it. Unless you’re Warren Buffett, an index fund is where you should put your money. Even people who don’t follow that advice know they should.

As it turns out, Mr. Grantham was an early advocate of index funds, mainly for unsophisticated investors who have no hope of beating the market. But he also believes that professionals should do better precisely because, as he puts it, “the market is full of major league inefficiencies.”

“There are incredible aberrations,” he told me over lunch not long ago. “The U.S. housing market in 2007. Japan in the 1980s. Nasdaq. In 2000, growth stocks were three times their fair value. We were quoted in The Economist in 2000 saying that the Nasdaq would drop by 75 percent. In an efficient world, you wouldn’t have that in a lifetime. If the market were truly efficient, it would mean that growth stocks had become permanently more valuable.”

As Mr. Grantham sees it, if professional investors had been willing to acknowledge these aberrations — and trade on the fact that the market was out of whack — they should have been able to beat the market. But thanks to the efficient market hypothesis, no one was willing to call a bubble a bubble — because, after all, stock prices were rational.

“It helped mold the ‘this time it’s different’ mentality,” he said. Indeed, professional money managers who tried to buck the tide wound up losing their jobs — because everybody else was making money by riding the bubble for all it was worth. Meanwhile, government officials, starting with Alan Greenspan, were unwilling to burst the bubble precisely because they were unwilling to even judge that it was a bubble. “Our default reflex is that the world knows what it is doing, and that is extravagant nonsense,” Mr. Grantham said.

But as much as I’ve admired Mr. Grantham’s writings over the years, I think the truth, in this case, is a little more subtle. Given the long history of bubbles, I suspect this crisis would have taken place with or without the aid of the efficient market hypothesis. People thought “it’s different this time” in the 1920s, long before anyone was writing about efficient markets. And over the course of history, professional money managers have been just as fearful of bucking the trend as they were during the Internet bubble.

Mr. Fox sees it somewhat differently. On the one hand, he says, the efficient market theoreticians always assumed that smart market participants would force stock prices to become rational. How? By doing exactly what they don’t do in real life: take the other side of trades if prices get out of whack. Their ivory tower view reflected an idealized market that simply doesn’t exist.

On the other hand, Mr. Fox says, what was truly pernicious about the efficient market hypothesis is the way it allowed us to put asset prices on a pedestal that they never deserved. Stock options — supposedly based on a rational price — became prevalent in part because higher stock prices were supposed to be the rational reward for good performance.

Or take the modern emphasis on market capitalization. “At some point in the early 1990s (or maybe it was in the late 1980s), market capitalization became accepted as the best measure of a company’s importance,” Mr. Fox wrote me in an e-mail message. “Before then it was usually profits or revenue. I think that’s a classic example of the way efficient market theory seeped into popular discourse and shaped how we perceived the world. It wasn’t entirely stupid — profits and revenue are flawed, limited measures, and market value does tell you something useful about a company. But it was another one of the ways in which asset prices came to rule the world, which eventually turned out to be a bad thing.”

A few days ago, I called Burton G. Malkiel, the Princeton economist, to ask him what he thought of Mr. Grantham’s theories. Mr. Malkiel is the author of “A Random Walk Down Wall Street,” surely one of the greatest popularizers of any academic theory that’s ever been written.

“It’s ridiculous” to blame the financial crisis on the efficient market hypothesis, Mr. Malkiel said. “If you are leveraged 33-1, and you’re holding long-term securities and using short-term indebtedness, and then there’s a run on the bank — which is what happened to Bear Stearns — how can you blame that on efficient market theory?”

But then we started talking about bubbles. “I do think bubbles exist,” he said. “The problem with bubbles is that you cannot recognize them in advance. We now know that stock prices were crazy in March of 2000. We know that condo prices were nuts.”

I thought to myself: if a smart guy like Burton Malkiel had to wait for the Internet bubble to end to realize we had been in one, then maybe Mr. Grantham has a point after all.

The Myth of the Rational Market

Amazon.com- The Myth of the Rational Market- A History of Risk ...

Pointing Fingers by JUSTIN FOX

Good Times

After a year of epic financial crisis, 2009 will — if all goes well — be a time for digging ourselves out of the mess and figuring out how to prevent a repeat. Before we can do that, we have to have some idea of what went wrong. People are still arguing about what caused the Depression of the 1930s, so don't expect a definitive diagnosis anytime soon. But here's my current list of blame, or at least the first dozen items on it, in descending order of culpability.

Hardly anyone expected things to go wrong because things hadn't gone truly, pants-wettingly, oh-my-god wrong on the financial front in the U.S. since the 1930s. Yes, there had been deep stock-market slumps in the 1970s and early 2000s, real estate busts in the 1980s and early 1990s, and occasional short-lived financial scares like the Asian crisis of 1997. But the U.S. hadn't been through a serious panic in the memories of most everyone on Wall Street and in government.

We began to behave as if one couldn't happen; we were told it couldn't. Blithe behavior begat trouble. The upside is that everybody is now so shell-shocked that we probably don't have to worry about a repeat anytime soon.

Alan Greenspan

It was to smother financial panics that Congress created the Federal Reserve in 1913. During Alan Greenspan's tenure as chairman, the Fed jumped in to keep the 1987 stock-market crash, the 1998 Long-Term Capital Management scare and the 2000-01 tech-stock collapse from spiraling into something worse. But that very successful firefighting fostered the risk-ignoring attitudes that brought on a conflagration. There are some — like 2008 presidential candidate Ron Paul — who argue that the lesson here is that we'd be better off without the Fed. A more palatable interpretation is that if the Fed is going to step in to prevent panics, it needs to do more to deflate the bubbles that inevitably precede those panics. Fed policy over the past quarter-century has been asymmetrical: it bailed institutions out of trouble but did ever less to restrain them during fulsome times. That has to change.

Twisted Regulation

What has happened in the financial sector since the 1970s isn't exactly deregulation. Banks have remained as closely supervised as ever. But new institutions that grant mortgages, lend money, fund deals — businesses once monopolized by banks — have been allowed to grow with little oversight. Lawmakers and regulators responded in the 1990s not by setting parameters for these new players — investment banks, hedge funds, private-equity funds, etc. — but by giving bank-holding companies more freedom to enter underregulated lines of business. The perverse result was that the new and untested gained an unfair advantage over the tried and true.

Wall Street

The shift of financial activity from bank balance sheets to the off-balance-sheet realm of securitization and derivatization loosely defined as Wall Street wouldn't have been such a disaster if it had actually worked as advertised — spreading risk, encouraging innovation, bringing the best minds to bear on the biggest financial problems. Instead, Wall Street's leaders did an atrocious job — rewarding the foolhardy, steering capital to the least productive uses and running away from responsibility for their errors. And they got paid tens of millions of dollars a year for it.

The Homeownership Obsession

During the 2008 election campaign, Republicans attempted to pin blame for the crisis on the Community Reinvestment Act (CRA) and mortgage giants Fannie Mae and Freddie Mac. Nice try: there's virtually no evidence to back up the CRA charge, and while Fannie and Freddie aren't blameless, they were mostly sidelined during the worst of the mortgage frenzy, from 2003 to 2006. But the decades-long bipartisan government effort to encourage homeownership — of which CRA, Fannie and Freddie were but a small part — did tragically overshoot the mark. Homeownership generally is a good thing. Massively subsidizing it via the tax code might not be so smart. And turning a blind eye to crazy lending practices because they seem to encourage it definitely is not.

Too Much Money

Lots of people worried for years that the gigantic trade deficits the U.S. ran up with first Japan and then China were hurting domestic manufacturers. But the flip side of those trade deficits — gigantic capital flows into the U.S. — may have been even more dangerous. It was the capital gusher from China in particular that inflated the 2000s real estate bubble.

The Myth of the Rational Market

For decades, the accepted academic response to concerns that the economy might be on an unsustainable trajectory was that financial markets knew best. Got a backup? Markets are spectacularly efficient processors of information and opinion. But they also have a tendency (by now well documented) to overshoot on both the upside and the downside.

You and Me

None of this would have happened if millions of us hadn't come to believe we could get something for nothing by taking on debts we couldn't repay. That this misconception was fostered by lenders and politicians is a partial excuse but not a complete one. Thanks to the Panic of 2008, though, we can count on nobody making this mistake again, at least not for a while.

George W. Bush

A lot of the government decisions that led to our current pass were bipartisan. Some were the doing of Democrats. But you can't be a two-term President with your own party in charge of Congress for most of your time in office and escape blame for an economic debacle that unfolds as you prepare to leave town. The specific Bush act that probably contributed most to today's difficulties? His reckless disregard for sound fiscal policy, as his tax cuts and war spending combined to turn budget surpluses into chronic deficits.

Commodity Futures Modernization Act

If you had to pick a single government move that did more than any other to muck things up, it was probably this bill, passed by a Republican Congress and signed into law by lame-duck President Bill Clinton in December 2000. It effectively banned regulators from sticking their noses into over-the-counter derivatives like credit default swaps. There's no guarantee that regulators would have sniffed out the dangers in time. But banning them from even looking sent a pretty clear anything-goes message to OTC derivatives markets.

The Rating Agencies

Their failings were part of the larger inability of Wall Street to do securitization right, and their employees didn't get paid nearly as much as the investment-bank guys engineering the dodgy investment products they rated. That's why the rating agencies aren't in the top 10. But the willingness of Moody's, S&P and Fitch to grant top ratings to untested new securities like collateralized debt obligations made possible a lot of staggeringly dumb deals that otherwise would never have seen the light of day.

Letting Lehman Go

This is a hard one, given that I've already taken the Fed to task for bailing us out so often. But once the precedent had been established with Bear Stearns, Fannie Mae and Freddie Mac, letting Lehman go under in disorderly fashion in September shocked markets and seems to have led to the near financial meltdown that followed. It's not clear exactly how the Fed and Treasury could have managed a better Lehman conclusion, given the laws in place at the time and the lack of a buyer. But what we got was pure bad news.

Refuted economic doctrines #1: The efficient markets hypothesis

By jquiggin | January 2, 2009

I’m starting my long-promised series of posts on economic doctrines and policy proposals that have been refuted or rendered obsolete by the financial crisis. There will be a bit of repetition of material I’ve already posted and I’ll probably edit the posts in response to points raised in discussion.

Number One on the list is a topic I’ve covered plenty of times before (in fact, I was writing about it fifteen years ago), the efficient (financial) markets hypothesis. It’s going first because it is really the central microeconomic issue in a wide range of policy debates that will (I hope) be covered later in this series. Broadly speaking, the efficient markets hypothesis says that the prices generated by financial markets represent the best possible estimate of the values of the underlying assets.

The hypothesis comes in three forms.

The weak version (which stands up well, though not perfectly, to empirical testing) says that it is impossible to predict future movements in asset prices on the basis of past movements, in the manner supposedly done by sharemarket chartists. While most of what is described by chartists as ‘technical analysis’ is mere mumbo-jumbo, there is some evidence of longer-term reversion to mean values that may violate the weak form of the EMH.

The strong version, which gained some credence during the financial bubble era says that asset prices represent the best possible estimate taking account of all information, both public and private. It was this claim that lay behind the proposal for ‘terrorism futures’ put forward, and quickly abandoned a couple of years ago. It seems unlikely that strong-form EMH is going to be taken seriously in the foreseeable future, given the magnitude of asset pricing failures revealed by the crisis.

For most policy issues, the important issue is the “semi-strong” version which says that asset prices are at least as good as any estimate that can be made on the basis of publicly available information. It follows, in the absence of distorting taxes or other market failures that the best way to allocate scarce capital and other resources is to seek to maximise the market value of the associated assets. Another way of presenting the semi-strong EMH is to say whether or not markets are perfectly efficient, they’re better than any other possible capital allocation method, or at least, better than any practically feasible alternative.

The hypothesis can be tested in various ways. First, it is possible to undertake econometric tests of its predictions. Most obviously, the weak form of the hypothesis precludes the existence of predictable patterns in asset prices (unless predictability is so low that transactions costs exceed the profits that could be gained by trading on them). This test is generally passed. On the other hand, a number of studies have suggested that the volatility of asset prices is greater than is predicted by semi-strong and strong forms of the hypothesis (note to readers - can anyone recommend a good literature survey on this point).

While econometric tests can be given a rigorous justification, they are rarely conclusive, since it is usually possible to get somewhat different results with a different specification or a different data set. Most people are more likely to form their views on the EMH on the basis of beliefs about the presence or absence of ‘bubbles’ in asset prices, that is, periods in which prices move steadily further and further away from underlying values. For those who still believed the EMH, the recent crisis should have shaken their faith greatly. But, although the consequences were less severe, the dotcom bubble of the late 1990s was, to my mind, are more clear-cut and convincing example of an asset price bubble. Anyone could see, and many said, that this was a bubble, but those, like George Soros, who tried to profit by shortselling lost their money when the bubble lasted longer than expected (perhaps long-dated put options would have provided a safer way to bet on an eventual bursting of the bubble, but Soros didn’t try this, and neither did I.)

More important than asset markets themselves is their role in the allocation of investment. As Keynes (allegedly) said, this job is unlikely to be well done when it is a by-product of the activities of a casino. So, if the superficial resemblance of asset markets to gigantic casinos reflects reality, we would expect to see distortions in patterns of savings and investment. The dotcom bubble provides a good example, with around a trillion dollars of investment capital being poured into speculative investments. Some of this was totally dissipated, while much of the remainder was used in a massive, and premature, expansion of the capacity of optical fibre networks (the fraudulent claims of Worldcom played a big role here). Eventually, most of this “dark fibre” bandwidth was taken up, but in investment allocation timing is just as important as project selection.

The dotcom bubble was just one component of a massive asset price bubble that began in the early 1990s and is only now coming to an end. Throughout this period, patterns of savings and investment made little sense. Household savings plunged to zero and below in a number of developed countries (including nearly all English-speaking countries) and the resulting current account deficits were met by borrowing from rapidly growing poor countries like China (standard economics would suggest that capital flows should go in the other direction). The massive growth of the financial sector itself, which accounted for nearly half of all corporate profits by the end of the bubble, diverted physical and particularly human capital from the production of goods and services.

Finally, it is useful to look at the actual operations of the financial sector. Even the strongest advocates of the EMH would not seek to apply it to, say, the Albanian financial sector in the 1990s, which was little more than a series of Ponzi schemes. They would however want to argue that the massively sophisticated global financial markets of today, with the multiple safeguards of domestic and international financial regulation, private sector ratings agencies and the teams of analysts employed by Wall Street investment banks is not susceptible to such systemic problems, and is capable of correcting them quickly as they arise, without any need for large-scale and intrusive government intervention. I’ll leave it to readers to make their own judgements (maybe with some links when I get around to it).

Once the EMH is abandoned, it seems likely that markets will do better than governments in planning investments in some cases (those where a good judgement of consumer demand is important, for example) and worse in others (those requiring long-term planning, for example). The logical implication is that a mixed economy will outperform both central planning and laissez faire, as was indeed the experience of the 20th century. More to follow!

 

28 Responses to “Refuted economic doctrines #1: The efficient markets hypothesis”

  1. costa Says:
    January 2nd, 2009 at 11:41 am

    Nice Post John.

    The EMH never really recovered from the collapse of Long Term Capital Management in the late 90’s staffed by some of the modern portfolio theory academics. In fact the writing was on the wall back in the 1987 market crash where portfolio insurance (using black and scholes replicating strategies) contributed to a market meltdown.

    I think it also shows why Eugene Fama has yet to win a nobel prize. But your last sentence is a bit of a leap of faith from EMH to mixed economy. As a general statement - yes, but I think we can agree not too much or perhaps too little. This is the art of a modern mixed economy.

    I think the various financial crises since deregulation enables competing views like behavioural finance, Minsky and even good old Keynes to make a comeback from the likes of Friedman and Schumpeter. I guess it is a good case of mean reversion in Economic theory!
     

  2. Joseph Clark Says:
    January 2nd, 2009 at 1:28 pm

    I can’t see how this kind of empirical “refutation” of EMH has any practical value. If you misrepresent EMH as a scientific theory then you can’t fail to refute it. There will always be some price that does not adjust correctly – for any number of reasons. The fact that anybody is able to earn high wages or profits for any length of time is itself sufficient to disprove that prices are always efficient.

    So what? What makes EMH interesting and useful is its implication that inefficient prices provide opportunities for profit; how quickly or perfectly they adjust to these opportunities is a separate empirical issue. The standard argument that EMH is “falsified” so markets don’t work and capitalism is bad (or similar) completely misses the point.
     

  3. Michael of Summer Hill Says:

    January 2nd, 2009 at 1:30 pm

    John, recent events suggest ’subsidies’ will be part of the government’s fiscal armoury necessary to maintain economic growth and/or prop up businesses which are in dire straits. Take for example Russia, the government there has pledged over $200bn this financial year to prop up some 1,500 flagging companies which account for 85% of Russia’s GDP. For this very reason I have to agree with you that a ‘mixed economy’ seems to be more plausible than any other economic system.
     

  4. P.M.Lawrence Says:
    January 2nd, 2009 at 2:17 pm

    “Once the EMH is abandoned, it seems likely that markets will do better than governments in planning investments in some cases (those where a good judgement of consumer demand is important, for example) and worse in others (those requiring long-term planning, for example). The logical implication is that a mixed economy will outperform both central planning and laissez faire, as was indeed the experience of the 20th century.”

    That’s a non sequitur, based on a hidden assumption about the wisdom of state direction in state run areas. It is entirely plausible that the central planning side would also fail, possibly through different causes - and 20th century experience bears this out too (Five Year Plans, anybody? The Groundnut Scheme?). As to whether humbler central planning within a mixed economy worked out better, that’s still an open question bearing in mind claims that today’s problems were partly driven from that side of things and merely showed up on the private side. I do think it could work - if everybody (central planners included) knew what they were doing, which is another way of doubting it. Failing that, muddling along with some intellectual humility on all sides seems the best bet. Someone once modernised the three laws of thermodynamics as “you can’t win, you can’t even break even, and you can’t get out of the game”.
     

  5. Jim Birch Says:
    January 2nd, 2009 at 2:34 pm

    Is there any theoretical justification for the EMH that doesn’t sound like it came off the back of a corn flakes packet? As far as I can see it’s pure religion: another simple “sounds-good” explanation for something that’s actually more complicated than the human brain can handle. It’s possibly even a case of a “why the sun comes up every day” superstition that allows you to sleep at night, ie, we’re all engaged in this activity so it just can’t be crazy.

    Mathematically, EMH says that even though any individual choice may be whacky the (dollar) weighted average choice must somehow be correct. It doesn’t follow, does it?
     

  6. Sinclair Davidson Says:
    January 2nd, 2009 at 2:55 pm

    Classic evidence on the EMH here.

    More evidence here.

  7. gerard Says:
    January 2nd, 2009 at 2:59 pm

    Steve Keen had what I thought was a very good discussion of the EMH in his Debunking Economics book.

  8. Brendan Says:
    January 2nd, 2009 at 3:23 pm

    PM Lawrence. To illustrate the failure of mixed economies, can you come up with better counter examples than “Five Year Plans, … The Groundnut Scheme”? Otherwise I think you should be less dismissive of JQ’s premise.

  9. Brendan Says:
    January 2nd, 2009 at 3:31 pm

    PM Lawrence, my apologies for thinking you were arguing the examples above were meant to be about a mixed economy- I misread your comment and now see they were not but part of some other thread about the wisdom of central planning.

  10. P.M.Lawrence Says:
    January 2nd, 2009 at 4:57 pm

    I gave the counterexamples to purer central planning cases since the failures there clearly relate to the central planning, thus showing that planning per se also fails. I then pointed out that mixed approaches may well have failures stemming from that that show up on the private side. Inherently, that would be a lot harder to trace.

  11. jquiggin Says:
    January 2nd, 2009 at 5:18 pm

    Sinclair, thanks for the refs. The Fama article is useful and stands up surprisingly well after 40 years. I’d agree with his conclusion that weak form efficiency is well supported, strong form implausible and semi-strong important but much harder to test. Still, I’m looking for something more recent than 1969.

  12. jquiggin Says:
    January 2nd, 2009 at 5:26 pm

    PML, the frequency with which I’ve seen references to the Ground Nut Scheme (a failed exercise in development assistance 60 years ago) leads me to suspect that there can’t be many such extreme failures. Interestingly, Wikipedia gives a see also to a private sector comparator
    http://en.wikipedia.org/wiki/Jari_project

    But if there is one lesson that ought to have been learned back at Sydney Cove is that governments and agriculture don’t mix very well.
     

  13. Sinclair Davidson Says:
    January 2nd, 2009 at 6:22 pm

    There is a 1991 follow up piece (by Fama) in the Journal of Finance - December issue (log in would be required for non-uni users) there is a ungated version at SSRN but its down for maintainence over new year.

  14. Brendan Says:
    January 2nd, 2009 at 6:32 pm

    #10 “thus showing that planning per se also fails” … that’s drawing a fairly long bow - but then why not go a bit further and say all planning is bound to fail?

  15. Peter Wood Says:
    January 2nd, 2009 at 6:46 pm

    Evidence that news and volume play a minor role in stock price jumps here.

    Evidence that financial analysts show pronounced herding behaviour is here. According to the abstract — “These results add to the list of arguments suggesting that the tenets of Efficient Market Theory are untenable.”

  16. mp Says:
    January 2nd, 2009 at 7:01 pm

    #12 - you can question the degree of the failure, but other examples of govt failure could include WA Inc, the Pyramid Building Society (which had an almost explicit govt guarantee), the Christmas Island Spaceport and the Queensland Magnesium plant.

    On a related point:
    It is clearly a non sequitur to argue that market failure means government intervention will result in a welfare improvement.
    I for one agree that financial markets are clearly imperfect, but governments are far worse at allocating capital.
     

  17. rog Says:
    January 2nd, 2009 at 7:03 pm

    Whilst attributing blame for an event to a hypothesis, in this case the GFC to the EMH, is easy it doesn't go to the root cause of the GFC.

    The cause of the GFC is government.
     

  18. Alanna Says:
    January 2nd, 2009 at 7:08 pm

    How so Rog? The cause of the GFC is government? Please elaborate. I rather thought it was lack of government myself.
     

  19. Peter Wood Says:
    January 2nd, 2009 at 7:46 pm

    rog, it does not make sense to talk about the ‘root cause’ of the GFC. Markets are have complex networked relationships with feedbacks. For complex systems such as these it is difficult to talk about causality, and even more difficult to talk about something as complex as the GFC having a single ‘root cause’.

    For example, if governments regulate markets poorly, and this leads to some wild fluctuations, does this mean that government is the cause, or something in the market is the cause? Maybe you could say that government is the cause because if government didn’t exist, the GFC wouldn’t happen. BUt I suspect that if government didn’t exist, the global financial market wouldn’t either.
     

  20. Alanna Says:
    January 2nd, 2009 at 8:06 pm

    I think mostly everyone would acknowledge government failures in supporting markets that were essentially unviable in the past, or supporting markets for their own political self interest by the quite common porkbarrelling. No one would surely suggest that governments are free of human imperfections. The inadequacies of governments are not under dispute by me - yet what I do dispute (and strongly) is the notion that markets do not fail (or that the markets are free of human imperfections either) and that markets are superior in all aspects to any form of government intervention or planning. We swing from one extreme to another without recognising that governments and markets are not, and should not be considered adversaries. They should progress in an orderly and complementary fashion like shoes and socks. The purpose of government intervention and planning is to assist the smooth functioning of markets which is desirable. Intervention when it is required to protect competition or infrastructure and no intervention when no intervention promotes genuine competition and entrepreneurial abilities. By this I don't mean promotion of the entrepreneurial abilities of only the largest (and already established / concentrated / monopolistic) firms. The encouragement of smaller entrepreneurs is much needed and has been somewhat lacking (what unnecessary time does a BAS take to a builder starting out??). There has been far too much government kow towing to firms with the financial wherewithall to lobby hard, and not nearly enough assistance given to small businesses.
     

  21. kitchenslut Says:
    January 2nd, 2009 at 8:15 pm

    I think its good to see some acknowledged concensus here on the weak form of the EMH as its a theory which has always been poorly presented and abused in the media ie: it means the market is always correct …. which it doesn’t at all.

    This has also been used as a reason to use index funds however my perception is that this would have also led you into the biggest bubbles ie Nasdaq 2000. There is a reference above to analysts herding being a refutation of EMH which I would have thought is no refutation at all and may in fact be confirmation from another perspective?

    Not sure how the Dimenmsional Funds are travelling these days but as far as I know were associated with Fama (quoted above) and I used to regard these as “EMH with a brain”?
     

  22. Marginal Notes Says:
    January 2nd, 2009 at 8:33 pm

    Presumably the EMH is meant to apply to rural land values as well, but casual observation suggests that rural property values pretty much factor in a long-term projection of the current price for the commodity in question, especially on a rising market - witness the boom in sugar land values in Queensland in the 1990s. Since the most optimistic (least far-sighted?) bidder makes the purchase, how can the ‘market’ be rational? It is bound to overshoot.
     

  23. rog Says:
    January 2nd, 2009 at 8:53 pm

    As EMH is a hypothesis it has yet to be properly tested.
     

  24. rog Says:
    January 2nd, 2009 at 9:13 pm

    There has been no failure of the market - it has efficiently priced the risk as it became known. As govts increase their intervention we can be assured of greater price movements - govts are not known for their efficiency.
     

  25. d4winds Says:
    January 3rd, 2009 at 12:22 am

    (1) a pure “animal spirits” explanation of stock market fluctuations (inclusive perhaps but not necessarily requisite of “herding”) with no or an extremely tenuous relationship between the real economic value of capital resources and stock prices can be consistent with semistrong or weak EMH.
    (2) EMH efficiency is a pure TRADING efficiency argument, that is necessary for but by no means sufficient for economic efficiency in capital allocation.
    (3) The jump from EMH to allocative efficiency of markets (”..they’re better than any other possible capital allocation method…”) is not prima facie false, owing to (2), but neither is it justified, owing to (1).
     

  26. Will Says:
    January 3rd, 2009 at 1:59 am

    Perhaps the problem is not with our ability to determine prices but the whole idea that the secondary market prices of financial assets are important or even relevant. Is the EMH something we should even care about?

    Financial assets represent the right to receive a series of cash flows over some extended period of time, and which are ultimately generated by some real productive enterprise. Maybe the financial system would be in better shape today if it was recognized that the relevant test of an investor is how the actual long term cash flow compares with it’s original expectations.

    This is quite different from investment performance based on the secondary market price of financial assets, which is a second order property of the assets affected by many factors other than just the underlying real productive enterprise.

    To say that short-termism is bad is not simply a slogan; financial assets like shares and bonds are long term, and it is ultimately wrong for short term investors to be buying them if they can’t hold them for the long term. In other words, why should short term investors expect that someone else will always be willing to buy them out of their long term investments? Ponzi, anyone?

    If you have a short term investment horizon, as many people do, then we have banks to intermediate deposits into long term loans, through the magic of the law of large numbers (average deposit inflows and outflows should be relatively constant over the long term) and the presence of a lender of last resort.
     

  27. Carl Futia Says:
    January 3rd, 2009 at 3:10 am

    If you substitute the words “no free lunch” for “efficient markets” you typically find much more public acceptance of the hypothesis. After all, it’s main prediction is that markets rarely make EXPLOITABLE mistakes, i.e. mistakes that can be recognized as such when they occur and that can be exploited via some investment strategy that is spelled out in advance.

    As far as I can tell this prediction has enormous empirical support.

    The hypothesis that public officials can outguess the financial markets because they know more about the future course of the economy has exactly zero evidence to support it.

Recommended Links

Efficient-market hypothesis - Wikipedia, the free encyclopedia