Archive for September 14th, 2009

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Tyler’s NYT article — important and well worth reading

September 14, 2009

Lynne Kiesling

Mike already anticipated me and beat me to it with his great post surveying the Cochrane and Critical Review reactions to what Alex Tabarrok today calls “Krugman’s theya culpa” in the New York Times magazine. I think all of the commentaries that Mike linked to are well worth reading and considering; not surprisingly, Vernon Smith’s and Mario Rizzo’s come the closest to my take on the methodological missteps in macroeconomic theory, and indeed in economic theory more generally.

I think Krugman’s “too much math” and Cochrane’s “not enough math” claims both have some validity, but they miss the core point. The core point is an epistemological one: the mathematical models that have formed the core of the methodological hegemony in economics for the past 25 years assume away really important cognitive heterogeneities among humans as decision-makers. Those heterogeneities encompass Hayekian knowledge problem considerations, neuroeconomic realities about what really drives our decision-making, and behavioral characteristics that we have been analyzing systematically since Herb Simon’s pioneering work. Ignoring those makes our models worse at explaining individual actions and, at a macro level, the aggregate outcomes of those individual decisions and actions.

Another aspect of real-world decision-making is the increasing politicization of economic activity, and Tyler Cowen’s New York Times article from Sunday really nails it:

FOR years now, many businesses and individuals in the United States have been relying on the power of government, rather than competition in the marketplace, to increase their wealth. This is politicization of the economy. It made the financial crisis much worse, and the trend is accelerating. …

In short, we should return both the financial and medical sectors and, indeed, our entire economy to greater market discipline. We should move away from the general attitude of “too big to take a pay cut,” especially when the taxpayer is on the hook for the bill. If such changes sound daunting, it is a sign of how deep we have dug ourselves in. We haven’t yet learned from the banking crisis, and we’re still moving in the wrong direction pretty much across the board.

Yes. Yes, yes, yes!

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Economic Freedom of the World Annual Report

September 14, 2009

Lynne Kiesling

Today the Fraser Institute has released its 2009 Economic Freedom of the World Annual Report. Written by James Gwartney and Robert Lawson, with assistance from other authors as well, this report is one of the most valuable quantitative comparative economic analyses of the form and extent of economic freedom around the world. As stated on the Economic Freedom Network’s web page,

Economic freedom has been shown in numerous peer-reviewed studies to promote prosperity and other positive outcomes. It is a necessary condition for democratic development. It liberates people from dependence on government in a planned economy, and allows them to make their own economic and political choices.

This year’s results show Hong Kong as having the highest degree of economic freedom. The report also contains extensive country-level data on the components of economic freedom incorporated in the analysis.

This year’s report also has additional chapters that analyze the effects of financial crises on economic freedom and the effects of U.S. government fiscal and monetary policy during recessions on economic freedom. The recession chapter, in particular, provides a concise summary of the unintended but, on balance, deleterious effects of our current fiscal and monetary policy on economic freedom.

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The wisdom of crowds has no use for predicting the lottery

September 14, 2009

Michael Giberson

English illusionist Derren Brown hosted a live television show last week during which he appeared to have predicted winning lottery numbers.  He subsequently claimed (among other things) that he used the “wisdom of crowds” to generate the prediction.

In a follow-up show last night, watched by 3 million people, Brown said he used “a powerful, beautiful secret that can only be achieved when we all put our heads together.”

He went on to say that he had gathered a panel of 24 people who wrote down their predictions after studying the last year’s worth of numbers.

The guesses for each ball were then added up and divided by 24 to get the average guess.

Brown said it took a while to perfect the “deep maths” technique.

According to him, the predictions were correct because of the “wisdom of the crowd” theory which suggests that a large group of people making average guesses will come up with the correct figure as an average of all their attempts.

The explanation is, of course, complete bunk and an editor at the Research Digest blog of the British Psychological Society will have none of it:

… Brown [has] committed a disservice to the public understanding of psychology. He invoked a real, fascinating phenomenon in social psychology – the so-called “wisdom of crowds” – distorted it, and half-baked it with flim flam about “automatic writing” and “deep maths”.

The wisdom of crowds is the consistent finding that the averaged judgements of a diverse group of independent people will nearly always be more accurate than any single person’s judgement, no matter how expert that individual is…. Judgements biased in one direction will be cancelled out by judgements biased in the other direction, as the group’s combined verdict homes in on the truth.

… There’s also a fascinating literature on why crowds often work badly, rather than fulfilling their potential for wisdom. In group meetings, for example, research shows that people have an unfortunate tendency to talk about the information that they share, thereby undermining the diversity of knowledge in the group. Similarly, social dynamics can lead to diseases of the crowd such as “group think“….

Returning to Derren Brown’s lottery explanation, we can see that the wisdom of crowds has no use for predicting the lottery. His group of 24 individuals did not have diverse insight into what numbers will come next.

In addition, the “wisdom of crowds” is of no advantage in predicting random draws from a known distribution, as various math and risk experts have explained.

How did Brown do it? Clever camera work is the consensus answer. Chris Masse at Midas Oracle has collected several video clips – Brown’s prediction, Brown’s explanation, and several clips describing the camera tricks involved – along with supporting explanations.  Midas Oracle is, of course, the group blog devoted to prediction markets and other wisdom-of-crowd topics.

It is a kind of compliment to the math and science behind the wisdom-of-crowds phenomena that Brown would think to invoke it in his post-prediction patter.  Brown believed that enough of his audience would have some awareness of the concept that his references might seem plausible.  He also believed that his audience wouldn’t understand it well enough to see through his claims.

Yet pseudo-scientific claims do water down public understanding of what real science is. One magician’s claims about one of his stunts will not undermine science, of course, but it worthwhile to expose such pseudo-scientific quackery when spotted.  The stunt may have been sort of entertaining, but the explanation is all bunk.

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Better Place has deal to provide taxis in Toyko

September 14, 2009

Michael Giberson

Japanese taxis represent a mere two percent of all passenger vehicles on the road in Japan, yet they emit approximately 20 percent of all carbon dioxide (CO2) from vehicles due to their average distance traveled in a given day.

From a news release by Better Place.  The company statement highlights the projects ability to showcase their technology in a place known for high-technology expertise in automotive and other fields.  Better Place, which Lynne has mentioned a time or two before, is pursuing an electric vehicle approach involving battery swapping to speed vehicle “refueling.”

(HT to Chris Davis, at Discovery News: PowrTalk, who notes that taxi fleets are an ideal testing ground for Better Place’s system.)

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Reactions to Krugman on the state of macroeconomics

September 14, 2009

Michael Giberson

Krugman’s long essay in the New York Times Magazine last week continues to stir responses. (All of which are much more substantive and engaging than my supercilious remarks on Jane Smiley’s goofy Marxism in the Huffington Post. ADDED: For a more measured response to Smiley, see Steve Horwitz and Art Carden’s short explanation at Forbes.)

David Colander, writing in the Causes of the Crisis blog newly established by the Critical Review Foundation, reports having been frequently asked his opinion of Krugman’s piece over the last week:

It’s difficult to respond; he’s a wonderful writer, and there’s some parts of the story he tells that are nicely expressed. But there are other parts that, from my viewpoint as an historian of economic thought and an economist watcher, he got quite wrong—sufficiently wrong to warrant a response.

The biggest general problem with the story Krugman tells is that it’s so black and white. There’s the good guys—the Keynesian gang, and bad guys—the Classical/Chicago gang. That, in my view, is seriously wrong. The real story is one of shades of grey, and full of nuances; it is a story in which it is hard to tell who are the good guys and who are the bad guys.

Colander asserts Krugman also misstates the position of the Classical economists, fails to clarify just which kind of Keynesian economics he prefers, and mistakenly claims math in economics is to blame for the crisis rather than the misuse of math in economics.  Colander recently testified to a House committee on the role of economics and financial modeling in the crisis.

Vernon Smith, also posting at Causes of the Crisis, sees a surprising similarity in some of Krugman’s point and F.A. Hayek’s Nobel Lecture in 1974.  Both Krugman and Hayek observe that economists’ views and policy recommendations may have contributed to the arrival of economic problems they did not foresee.  Smith notes that Hayek’s response was one of fundamental intellectual modesty driven by his views of the nature of society.  Smith quotes Hayek:

The recognition of the insuperable limits to his knowledge ought indeed to teach the student of society a lesson of humility which should guard him against becoming an accomplice in men’s fatal striving to control society – a striving which makes him not only a tyrant over his fellows, but which may well make him the destroyer of a civilization which no brain has designed but which has grown from the free efforts of millions of individuals.

Smith observes that, “Economic scientists have precious little understanding of this rule governed complex order, and how to keep it on its demonstrated long term path of growth and human betterment… Less pretence and a commitment to learn from the new data being generated… will be both humbling and informative, after the inevitable human political impulse to blame one’s long standing political adversaries has run its course.”

Jeffrey Friedman, in a post announcing the Causes of the Crisis blog, calls it “an experiment in scholarly discourse using what is usually the worst venue for careful discussion–the blog.”  The contributors to the blog are authors of articles in a recent special issue of the journal Critical Review.  According to the announcement, the blog is aimed at “the past – what caused the crisis? – not on the future – what should be done about it?”  Friedman said, “We will leave the policy recommendations to the pundits.”

Elsewhere (and in a somewhat different editorial mood), University of Chicago economist John Cochrane offers his view of the Krugman essay:

It’s a disservice to New York Times readers. They depend on Krugman to read real academic literature and digest it, and they get this schlock instead. And it’s ineffective. Any astute reader knows that personal attacks and innuendo mean the author has run out of ideas.

And that’s the biggest and saddest news of this piece: Paul Krugman has no interesting ideas whatsoever about what caused our current financial and economic problems, what policies might have prevented it, or what might help us in the future, and he has no contact with people who do. “Irrationality” and “spend like a drunken sailor” are pretty superficial compared to all the fascinating things economists are writing about it these days.

Okay, so “personal attacks and innuendo mean the author has run out of ideas,” but what do personal attacks without innuendo mean?  There is no innuendo in Cochrane’s reply; Cochrane is nothing if not direct in his personal attacks.

Cochrane goes on to conclude, “the problem [with macroeconomics] is that we don’t have enough math. Math in economics serves to keep the logic straight, to make sure that the ‘then’ really does follow the ‘if,’ which it so frequently does not if you just write prose.”

At ThinkMarkets, Mario Rizzo reacts to Krugman and the reply by Cochrane and finds himself in an uncomfortable middle ground – neither traditional Keynesian nor Freshwater rationalist. Rizzo finds the Austrian macro perspective more balanced.

Thus the Austrian view really is a middle ground. There are real underlying distortions – not simply animal spirits gone wild. They must be dealt with. But there are also secondary, subjective and expectational consequences induced by the original poor monetary policy. It is not so much that markets are inefficient and that actors can be irrational. Rather, in the process of market correction markets will seem inefficient but they are “trying” to correct errors.

(RELATED: Last week I posted on Barry Eichengreen’s essay of a few months back on the topic of “what went wrong with economics.”

ALSO: Alex Tarborrak on Krugman’s essay at Marginal Revolution: “It’s a good story–not the least because there is some truth to it–but there are also many omissions which cast doubt on the thesis.”)

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