Bryan Caplan, David Henderson, and Arnold Kling

Economic Methods

A Category Archive (172 entries)

Sumner Gives Away the Store

Economic Methods
Bryan Caplan
When a person with crummy but popular arguments says that "truth is relative," I understand their motives.  They're denying that anyone else's arguments are any better, and hoping that there's safety in numbers.  But when a person with clever but... MORE

Ask and You May Learn

Economic Methods
Bryan Caplan
An economist I know just emailed me:I anticipate participating in a survey project of a sample of AEA members. Such a survey is an opportunity for throwing in extraneous questions of interest. Can you think of question or two you... MORE

Why Academic Economists Aren't Bayesians

Economic Methods
Bryan Caplan
I don't think I'll find a better answer than Robin's:[T]he main social function of academia is to let students, patrons, readers, etc. affiliate with credentialed-as-impressive minds.  If so, academic beliefs are secondary - the important thing is to clearly show... MORE

Why Aren't Academic Economists Bayesians?

Economic Methods
Bryan Caplan
Almost all economic models assume that human beings are Bayesians: They start with some prior beliefs about how the world works, and update those beliefs using Bayes' Theorem as new information arrives.  Behavioral economists often question whether people are in... MORE

Economists Are Irrational; Is Anyone Else?

Economic Methods
Bryan Caplan
George Stigler is notorious for his dogmatic belief that any stable feature of the social world is efficient.  Since people are rational, they quickly spot and bargain around inefficiencies.  I was a little surprised, then, to read these words in... MORE

Studies Show

Economic Methods
Bryan Caplan
Warden: The part of the brain that remembers dance steps is also the anger center. So, juveniles who know how to fox trot are 10% less likely to commit a double homicide.Prisoner: Who conducted this study?Warden: The Institute of Shut... MORE

Changing People's Minds

Behavioral Economics and Rationality
Arnold Kling
What causes people to change their minds? On this blog, I have argued that people do not change their minds on ideological issues. I have argued that econometric regression results typically do not change people's minds. Why is that?... MORE

Robin Hanson Argues from Authority

Economic Methods
Arnold Kling
He writes, Economists should listen more to techies on what techs will be feasible at what costs, but techies should also listen more to economists on the social implications of tech costs. Alas, just as economists prefer to rely on... MORE

One Estimate of Multipliers

Fiscal Policy
Arnold Kling
Alberto Alesina and Silvia Ardagna write, Our results suggest that tax cuts are more expansionary than spending increases in the cases of a fiscal stimulus. Based upon these correlations we would argue that the current stimulus package in the US... MORE

Data and Dogma

Economic Methods
Arnold Kling
(i). Bob Sutton quotes a meta-analysis by Frank Schmidt and John Hunter published in 1998 on the factors found to affect job performance. 1. GMA tests ("General mental ability") 2. Work sample tests 3. Integrity tests: surveys design to assess... MORE

I try to write the kind of books I'd like to read, and I try to read the kind of books I'd like to write. This isn't as narcissistic as it sounds.  I'd like to write like Tolstoy or Alan... MORE

Economic Naivete

Economic Methods
Bryan Caplan
If I had to sum up the mind-set of my Princeton econ education in one cliche, it would be, "There are those who would strain out a gnat, but at the same time swallow a camel."  Sometimes, the profs could... MORE

Curiosity and Humility

Economic Methods
Bryan Caplan
I had a conversation with a colleague today where he discussed research showing that successful people have (a) the confidence to aim for the top, and (b) the humility to harshly critique their own work.  He went on to argue... MORE

Boettke on Masonomics

Austrian Economics
Arnold Kling
Pete Boettke pens An Open Letter to Tyler Cowen (and Arnold Kling). He has some nice things to say about Tyler.... MORE

Tyler Cowen on Masonomics

Economic Methods
Arnold Kling
He spoke at a lunch today. I didn't take notes, so I may have some things wrong.... MORE

Blog on Causes of the Crisis

Macroeconomics
Arnold Kling
I am definitely going to be a subscriber to this new blog. Thanks to Will Wilkinson for the pointer. Several of the initial posts are pushback at Paul Krugman's piece on what economists got wrong. Nobel Laureate Vernon Smith chimes... MORE

"All Theories Are False"

Economic Methods
Bryan Caplan
I can't tell you how many times natural and social scientists have solemnly told me, "All theories are false."  Their "proof" usually amounts to the solitary example of Newtonian physics, proven false by Einsteinian physics.  But if you're patient, they... MORE

Some Pushback to Krugman

Economic Methods
Arnold Kling
From John Cochrane and from Daniel Klein. Cochrane writes, Most of the article is just a calumnious personal attack on an ever-growing enemies list, which now includes "new Keyenesians" such as Olivier Blanchard and Greg Mankiw. Rather than source professional... MORE

Earthquake Science

Economic Methods
Arnold Kling
Mark Thoma writes, even though earthquakes cannot be predicted, at least not yet, it would be wrong to conclude that science has nothing to offer. First, understanding how earthquakes occur can help us design buildings and make other changes to... MORE

Rethinking Macroeconomics, Continued

Macroeconomics
Arnold Kling
Two links to discuss in this post. First, David Altig discusses the "output gap," which I put in scare quotes because it is a concept that I am about to attack. Pointer from the indispensable Mark Thoma, who also provided... MORE

Balan-Caplan Debate: Suggested Topics?

Economic Methods
Bryan Caplan
Not only do I look down on thinkers who won't bet; I also look down on thinkers who won't debate.  The flip side is that I particularly admire thinkers who propose bets and debates.  I'm pleased to report, then, that... MORE

Statistical Significance, Again

Economic Methods
Arnold Kling
Science, Ziliak and McCloskey say, needs to learn both whether and how much. But the putatively common practice of ending the empirical analysis by checking whether a calculated test statistic does or doesn't reject the null hypothesis according to... MORE

Personality and Ideology: A Quick Rejoinder

Economic Methods
Arnold Kling
Bryan writes, Suppose someone had the personality least favorable to economic conservatism: a 0 on Extraversion, 1 on Agreeableness, 0 on Conscientiousness, 0 on Stability, and 1 on Openness. According to the same regression referenced earlier, this person is expected... MORE

How Much Does Personality Affect Ideology?

Economic Methods
Bryan Caplan
Arnold raises an important challenge to my last post:In measuring the importance of personality traits in predicting political ideology, I would ask how much of political ideology can be explained by personality. The answer, if you look at the R2... MORE

Statistical vs. Material Significance

Economic Methods
Arnold Kling
I appreciate Bryan's pointer to an article by Alan Gerber and others on personality and ideology. However, the article illustrates what I consider to be a methodological error. That error is to use statistical significance as a metric. Statistical significance... MORE

In Defense of Low Correlations

Economic Methods
Bryan Caplan
An interesting side discussion from "The Power of Personality" defends the practical importance even small correlations:Walter Mischel (1968) argued that personality traits had limited utility in predicting behavior because their correlational upper limit appeared to be about .30. Subsequently, this... MORE

Personality and Econometrics

Behavioral Economics and Rationality
Arnold Kling
Bryan recently put up two interesting posts, one on personality, the other on econometrics. On personality, he points to some analysis saying that the correlation is higher between certain personality traits and life outcomes than it is between socioeconomic status... MORE

Sociology and Masonomics

Economic Methods
Arnold Kling
Bryan writes, We still think about supply and demand, but we also think about policy, psychology, behavioral genetics, and much more. Some random comments: I wrote about Masonomics as thinking about incentives, signaling, institutions, and evolution. I have heard Nobel... MORE

Russ's Challenge

Economic Methods
Bryan Caplan
From my colleague Russ Roberts:I continue to ask the question: name an empirical study that uses sophisticated statistical techniques that was so well done, it ended a controversy and created a consensus--a consensus where former opponents of one viewpoint had... MORE

I've studied economics for over twenty years.  The more I think about it, though, the more I realize that I don't know what "economics" means anymore.  Textbooks may say that economics is about "incentives" or "trade-offs."  But you can publish... MORE

Some Intellectual History for Matt Yglesias

Macroeconomics
Arnold Kling
He writes, the decision has been made to somewhat arbitrarily impose the view that macro models must be grounded in micro foundations. Readers of this blog know that I would be the last person to defend economic methods in macro... MORE

The Third Iron Law

Economic Methods
Arnold Kling
William Easterly takes on Paul Collier (and implicitly many other users of regression techniques). Oodles of regressions were run...Oodles of control variables were tried...Sample was sliced up to get results... Read the whole thing. My father used to say that... MORE

Ed Leamer

Macroeconomics
Arnold Kling
He is one of the most interesting economic thinkers out there, and Russ Roberts does a nice job interviewing him. The podcast covers the lack of knowledge that we have about macroeconomics, the fact that so many business cycles seem... MORE

Mark and Me on Macro

Macroeconomics
Arnold Kling
on bloggingheads. We both express some humility about what macroeconomics can do. The New York Times decided to extract the section on bank bailouts.... MORE

Notes on Masonomics, 1: Reason without Rationality

Behavioral Economics and Rationality
Arnold Kling
In chapter one of his economics textbook Hidden Order, David Friedman writes, Economics is that way of understanding behavior that starts from the assumption that individuals have objectives and tend to choose the correct way to achieve them. ...For a... MORE

Open Source Forecasting

Economic Methods
Arnold Kling
Google's Hal Varian and Hyunyoung Choi write, We find that Google Trends data can help improve forecasts of the current level of activity for a number of different economic time series, including automobile sales, home sales, retail sales, and travel... MORE

Review Essay on Macroeconometrics

Economic Methods
Arnold Kling
A while back, I mentioned this essay by Jesús Fernández-Villaverde, which at the time was not on line. Now it is there. I think it gives a useful history and perspective on macroeconometrics. Note in particular his discussion of the... MORE

Paragraphs to Ponder

Economic Methods
Arnold Kling
From John Mackey, the CEO of Whole Foods, in an essay in Be the Solution, p. 79: the classical economists became enchanted with the efficiency and the productivity of the industrial enterprises that they studied. Industrial and machine metaphors became... MORE

Meeting on Financial Regulation

Economic Methods
Arnold Kling
Last night I gave my talk at a meeting on financial regulation. The meeting was organized by David Evans. I gather that his goal is to put together a group of practitioners in the field of finance and regulation to... MORE

Taleb and Empiricism

Economic Methods
Arnold Kling
Russ Roberts talks with Nassim Taleb. I was most interested in the latter third of the conversation, where Taleb talks about his radical empiricism. For example, he argues that medicine makes more progress with trial-and-error than with knowledge of biological... MORE

Contest: What to Measure?

Books: Reviews and Suggested Readings
Arnold Kling
Win the Fraser Institute's Money. They want you to enter a contest about what to measure in order to improve public policy. In Be The Solution, Michael Strong cites the Fraser Institute's measures of economic freedom and how well they... MORE

Since You Asked

Economic Methods
Bryan Caplan
In his defense of non-betting, Tyler has said this:How would you feel about an obligation (if only a moral one) for scholars and commentators to publicly reveal the content of their investment portfolios?  Those portfolios are their real bets.  Yet... MORE

Tyler Cowen and Robin Hanson

Economic Methods
Arnold Kling
A bloggingheads dialog. I think it really heats up starting about 30 minutes in. If you want to know what it's like to argue with Tyler or Robin, watching this will show you.... MORE

What Does the Betting Norm Tax?

Economic Methods
Bryan Caplan
Tyler writes:Bryan Caplan believes that scholars should be ashamed if they do not publicly bet their views.  In contrast I fear this requirement would become a tax upon ideas.My knee-jerk reaction is to say, "Yes, a tax upon false ideas." ... MORE

The Mankiw-Krugman Non-Bet

Economic Methods
Bryan Caplan
Here's news I can use: Krugman talked smack about Mankiw, Mankiw politely proposed a bet, and Krugman ignored his offer.  Which reminds me - I'm still waiting for Andy Kessler to accept my bet on the bailout.I have a dream... MORE

Keynes, Probability, and Economics

Economic Methods
Arnold Kling
How one thinks about probability affects how one thinks about economics. Consider the use of the word "probability" in each of the following sentences:... MORE

Sociology on One Foot

Economic Methods
Arnold Kling
Tyler Cowen points to Fabio Rojas, who tries to reduce sociology to four issues. Rachel Kling once offered an even quicker summary of every sociological course: "There's poverty and America sucks."... MORE

Two Mea Culpas

Economic Methods
Bryan Caplan
If there's one thing I've learned from Tetlock, it's that you should openly admit your errors and update your beliefs in response to evidence.  So let me now share two mea culpas with you.1. Last September, I wrote:If the bail-out... MORE

Greg Mankiw Gets Technical

Economic Methods
Arnold Kling
He writes, The purpose of this picture is to show that deeper-than-average recessions are followed by faster-than-average recoveries. (Similar evidence was compiled in the 2005 Economic Report of the President, Chapter 2.) This evidence might be taken as evidence in... MORE

Causes of the Financial Crisis

Finance: stocks, options, etc.
Arnold Kling
Mark Jickling of the Congressional Research Service produced a handy chart of causal factors for the financial crisis. I think there are at least twenty, and I personally would probably endorse at least two-thirds of them as playing some role.... MORE

Economics does not equal Macroeconomics

Macroeconomics
Arnold Kling
Clive Crook writes, Mr Krugman gives liberals the economics they want. Mr Barro gives conservatives the same service. They narrow or deny the common ground. Why does this matter? Because the views of readers inclined to one side or the... MORE

Does Gravity Kill?

Economic Methods
Bryan Caplan
A while back, I favorably quoted this line from Larry White: "One can't explain an unusual cluster of errors by citing greed, which is always around, just as one can't explain a cluster of airplane crashes by citing gravity."  Soon... MORE

Macroeconometrics: The Lost History

Economic Methods
Arnold Kling
A first version is here. I was thinking of submitting something like this to the AEA's new Journal Macroeconomics. Suggestions for improvement are welcome.... MORE

When Russ Roberts rewrites some typically hysterical economic reporting, it's a thing of beauty.  But I still prefer his regular blogging. :-)... MORE

Two Critiques of Macroeconometrics

Economic Methods
Arnold Kling
Menzie Chinn writes, A key reason for the academic disenchantment with these types of models included the view that the identification schemes used were untenable (e.g., why is income in the consumption function but not in the investment?). Another source... MORE

Two Podcasts

Economic Methods
Arnold Kling
Yours truly on why the doctor needs a boss. It's about ten minutes. I start out by describing an experience I had with reincarnation. Russ Roberts and Robin Hanson discuss the search for meaning and truth. It is clear that... MORE

Robin's Dangerous Question

Economic Methods
Bryan Caplan
Robin celebrates Inauguration Day with an idealistic yet cynical challenge:[W]hat does Obama have to do for you to consider him a "good" president, or even better than Bush?  It is enough for you that he is (part) black and a... MORE

What Counts as Evidence that the Bailout Worked?

Economic Methods
Bryan Caplan
Back in September, I asked, "How would we know if the bail-out worked?"  "Wait and see" doesn't cut it, because:If the bail-out happens, how will we know if it prevented disaster? If unemployment stays under 8%, proponents will say that... MORE

Short-term Success, Long-term Fizzle

Economic Methods
Arnold Kling
Gordon Dahl and Lance Lochner write (I can't find an ungated 2008 version of the paper, and the 2005 version seems to differ), Our baseline estimates imply that a $1,000 increase in income raises combined math and reading test... MORE

Another Elite Blog

Economic Methods
Arnold Kling
It comes from Eric Drexler, the nanotech visionary. Pointer from Robin Hanson who I'm sure understands much more of what Drexler says than I do. My guess is that at the margin, scientific communication would benefit from more blogging and... MORE

Great White Parenthetical

Economic Methods
Bryan Caplan
From Larry White's target essay on Cato Unbound:(One can't explain an unusual cluster of errors by citing greed, which is always around, just as one can't explain a cluster of airplane crashes by citing gravity. Anyway, the greedy aim at... MORE

Easterly on Collier and Correlation

Growth: Causal Factors
Arnold Kling
Reviewing Paul Collier's The Bottom Billion, William Easterly writes, Collier comes perilously close to another statistical fallacy known as selection bias. He chose the countries that belong to his Bottom Billion on the basis of their poverty today, and then... MORE

Peer Review as a Reputation System

Economic Methods
Arnold Kling
Many people reacted to my take-down of peer review, and at least one commenter asked, "Can you come up with something better?" Easily. The generic problem is something called "reputation systems."... MORE

Trusting Scholarship

Economic Methods
Arnold Kling
Felix Salmon writes, one of the problems with such research is the way that it's presented to the public, through newspaper and magazine articles, or TED lectures, or the online dissemination of pre-pubication versions of papers. The stuff which gets... MORE

The Underground Economist

Economic Methods
Bryan Caplan
No, not The Undercover Economist.  The Underground Economist.  That's the theme of a new symposium that Dan Klein, intellectual entrepreneur extraordinaire, is soliciting for Econ Journal Watch:Fyodor Dostoevsky's novella Notes from Underground (1864) is a classic of introspection and confession.... MORE

Economists with Pseudo-Knowledge

Finance: stocks, options, etc.
Arnold Kling
I am shocked at the behavior of my fellow economists during this crisis. They are claiming to know much more than they do about causes and solutions. Rather than trying to understand and explain what is going on, they are... MORE

We're still likely to see a bail-out in the near future. So here's a question: If the bail-out happens, how will we know if it prevented disaster? If unemployment stays under 8%, proponents will say that the bail-out prevented a... MORE

I Don't Want to Be a Paul Ehrlich

Economic Methods
Bryan Caplan
I've figured out a way to operationalize a bail-out bet. Method: In five years, the government itself is supposed to publicly announce whether the bail-out lost money. I propose to use the government's self-assessment in five years to adjudicate the... MORE

Getting to Bet

Economic Methods
Bryan Caplan
In the comments, Patri Friedman points out that Barry Ritholtz has already offered a $1M bet that the bail-out loses money. Alas, though I agree with (and even chuckle with) Ritzholtz's conclusion, this is not yet a serious bet. Problems:... MORE

Nailing Down a Kessler Bet

Economic Methods
Bryan Caplan
Several readers suggest that I bet Andy Kessler about the U.S. government turning a profit on its bail-out. Here's Kessler's claim:My calculations, which assume 50% impairment on subprime loans, suggest it is possible, all in, for this portfolio to generate... MORE

Will the Paulson Plan Turn a Profit? Let's Bet

Economic Methods
Bryan Caplan
Bush says that the Paulson Plan might turn a profit:The government is the one institution with the patience and resources to buy these assets at their current low prices and hold them until markets return to normal. And when that... MORE

How I Lost My Macro Religion

Macroeconomics
Arnold Kling
At lunch, Nick Schulz asked me what Robert Hall is known for. I said that Hall changed my view of macroeconomics. Even today, Hall's work influences how I think about global warming. So pull up a chair, grab a cup... MORE

In Defense of the Obvious

Economic Methods
Bryan Caplan
Writing instructors often attack the use of the words "obvious," "of course," and the like. "If it's 'obvious,'" they mock, "then don't say it!" But giving up these words is easier said than done. I can't imagine giving an econ... MORE

Immaculate Estimation

Economic Methods
Arnold Kling
In a very short, satirical paper, James Heckman writes, Provided conditional density (1) is assumed, we do not need to observe a variable in order to compute its conditional expectation with respect to another variable whose density can be estimated.... MORE

The Anti-Hansonian Heuristic

Economic Methods
Bryan Caplan
I often disagree with people who know more about a given topic than I do. For example, the typical economist who works in Industrial Organization is familiar with a lot more current antitrust research than I am. Robin Hanson notwithstanding,... MORE

Scott Page Makes Diversity Respectable

Economic Methods
Bryan Caplan
Confession: When Scott Page's book The Difference: How the Power of Diversity Creates Better Groups, Firms, Schools, and Societies came out, I assumed it would be a flabby, politically correct snooze-fest. Since I don't like flabby, politically correct snooze-fests, I... MORE

Letting Students Drop a Question: A Big Mistake

Economic Methods
Bryan Caplan
On many exams, professors give students e.g. 4 questions, then say "Answer any three." The point, I suppose, is to: 1. Avoid penalizing students for random blind spots. 2. Create safety valve for badly-written questions. In practice, though, it seems... MORE

Goldberger Explains Why My Referee Was Wrong

Economic Methods
Bryan Caplan
When the typical professor reads a referee's rejection letter, his standard explanation is that "The referee was an idiot." Most of the time this is unfair - at least half the time, it's the author who's the idiot, and the... MORE

Selection Bias and Parental Regret

Economic Methods
Bryan Caplan
In 1975, Ann Landers asked her readers a hypothetical question: If you had you had your life to live over again, would you still have children? Over 10,000 replied. 70% said no. I've seen several random "child-free" activists cite Landers'... MORE

An Econometrics Lesson

Economic Methods
Arnold Kling
I received an email from a reader who was very excited to find that over the past 70 years the correlation between excess health care inflation (the price of health care relative to the overall CPI) and the proportion of... MORE

How to Tell the Truth With Statistics

Economic Methods
Bryan Caplan
From Robert Gordon's "Everyday Life As An Intelligence Test":Even defense attorney Alan Dershowitz was guilty of faulty probability reasoning when he correctly pointed out that fewer than 1 in 1000 wives who are abused by their spouses, as Mrs. Simpson... MORE

Persuading Tyler Cowen

Economic Methods
Bryan Caplan
Tyler's said this before, but it still flabbergasts me:It's funny how Bryan thinks he can cite my actions as evidence against the correct belief. That's absurd; for instance I also don't act as if determinism is true, but citing that... MORE

Bet Bleg

Economic Methods
Bryan Caplan
Who knows enough about the data to say how many of the 15 rematch bets Ehrlich would have won?... MORE

Is Ehrlich the Least Hansonian Think Ever?

Economic Methods
Bryan Caplan
Tyler says that John Rawls is the "least Hansonian thinker" ever. But perhaps Paul Ehrlich is a better candidate. Here's what he (and his wife) have to say about betting:Steve and Paul indulged in this betting foolishness in the first... MORE

Do I Step on Libertarian Toes?

Economic Methods
Bryan Caplan
Once again, Robin's doing what he does best: get meta. I've argued that Sylvia Hewlett hurt her book sales by stepping on her friends' toes without reaching out to potential allies. But if that's what I think, says Robin, isn't... MORE

Here are my two Laws of Fundamentalism: 1. In any textual dispute between fundamentalists and moderates of the same creed, the fundamentalists are almost always correct. 2. In any substantive dispute between fundamentalists and moderates of the same creed, the... MORE

The Power of Mistaken Identity

Economic Methods
Bryan Caplan
In most twin studies, the twins themselves (or their parents) report "twin type" - i.e., whether the twins are identical (monozygotic/MZ) or fraternal (dizygotic/DZ). This is reasonably accurate, but falls far short of DNA testing. Most behavioral genetic studies rely... MORE

Sentences that Should Embarrass Any Grad Student

Economic Methods
Bryan Caplan
The true author of each of these sentences is a noted Nobel prize-winner. Still, if a grad student wrote any of them, he should be embarrassed. I italicize the words that make each sentence blush-worthy, and follow each with a... MORE

Wisdom of Crowds Blog Experiment

Economic Methods
Bryan Caplan
Dan Phiffer, a blogger I met at SXSW, has set up a little "wisdom of crowds" experiment on his blog. Check it out, and see if you can make the crowd a little wiser. :-)... MORE

What Rothbard Missed: Error or Demagoguery?

Economic Methods
Bryan Caplan
Murray Rothbard seems to misunderstand some elementary lessons about monetary economics. He was a brilliant polymath, so it's hard to believe that this was simple ignorance. Perhaps he got locked into these errors early in his career, and never broke... MORE

Economics and Sociology

Economic Methods
Arnold Kling
Reviewing the last chapter of Tim Harford's The Logic of Life, Fabio Rojas writes, the market system itself, as indicated by Tim’s concluding chapter, depends on population, innovation, and liberal economic institutions. These, in turn, depend on psychology, group culture,... MORE

How Nurture Works

Economic Methods
Bryan Caplan
In a critique of Brink Lindsey, Arnold writes: "I think that my co-blogger would go ballistic over this 'nurture assumption' methodology." I wouldn't quite go ballistic, because there is solid evidence that growing up in a high-IQ home raises the... MORE

Useful Research

Economic Methods
Arnold Kling
Tyler Cowen discusses what he sees as some of the most interesting findings of the past year in economics. The common thread in these various discoveries is a careful use of data and an interest in real-world problems and puzzles.... MORE

Twilight of My Liberal Idol

Economic Methods
Bryan Caplan
I've been singing Krugman's praises for years. Anyone who could write The Accidental Theorist has a lot of credit in my bank. But his latest column on the failure of betting markets is so beneath him, it hurts to read:[P]rediction... MORE

Questions for Arnold

Economic Methods
Bryan Caplan
1. Arnold writes:I have no strong priors about the distribution of possible global temperatures going forward.How about strong posteriors conditional upon the existence of a scientific consensus? If consensus doesn't impress you, then you should be willing to bet at... MORE

Standards of Proof

Economic Methods
Arnold Kling
Bryan writes, isn't Arnold's standard of scientific evidence strangely strict? Few results in economics rest on an "experiment or a naturally-occurring event where the results are extremely unlikely to occur unless X is true." I thought I was simply stating... MORE

Like other global warming skeptics, Arnold objects to reliance on scientific consensus:To me, scientific evidence is not "a whole bunch of scientists think X." To me, scientific evidence is "Here is an experiment or a naturally-occurring event where the results... MORE

Online Seminar

Growth: Causal Factors
Arnold Kling
As part of an online seminar, Adam Przeworski writes, When in 1993 Limongi and I reviewed studies of the effect of political regimes on economic growth, we found that the results perfectly fitted the ideological climate of the period when... MORE

Rojas Bleg

Economic Methods
Bryan Caplan
Fabio Rojas is looking for:[Z]ip code level data from 2004/2005 that has:demography: gender, age, race, SES, occupation. Other stuff (like family structure or housing) would be a plus. political behavior: party ID + 2004 presidential vote would be more than... MORE

Me Versus the Economic Consensus

Economic Methods
Bryan Caplan
Tyler Cowen has a challenge for me:Dan's key point is that you, in fact, differ radically from the professional consensus (as Arnold writes as well) and that the argument is self-undercutting if you simultaneously erect expert consensus as a relevant... MORE

Econometric Confirmation Bias

Economic Methods
Arnold Kling
Russ Roberts writes, Edward Leamer’s indictment of modern econometrics, “Let’s take the ‘con’ out of econometrics” is the best known critique of our habits as empirical economists but it has not been taken to heart by the profession. There are... MORE

Clark gives Greif Grief

Institutional Economics
Arnold Kling
Gregory Clark goes medieval on Avner Greif. In chapter 2, Greif lays out a formal definition of an institution. This is, “An institution is a system of rules, beliefs, norms and organizations that together generate a regularity of (social) behavior”... MORE

Mankiw's Pithiest... Post... Ever.

Economic Methods
Bryan Caplan
I like to see myself as an equal-opportunity offender, but I can't measure up to Mankiw's latest:Consider a person who A. takes an important truth developed by others, B. exaggerates it for dramatic effect, C. as a result, draws public... MORE

Surowiecki's Levy and Peart's Mistake

Economic Methods
Bryan Caplan
In my book, I reference Surowiecki's "guess-the-weight-of-an-ox" anecdote. My colleague David Levy and his co-author Sandra Peart show that isn't quite right. Contrary to Surowiecki, Galton reported the median guess, not the mean - which was reported by Pearson years... MORE

Scott Adams on the Economic Way of Thinking

Economic Methods
Bryan Caplan
Scott Adams, of Dilbert fame, thinks like an economist - and wants his readers to do the same: I studied economics in college. One thing I’ve noticed is that other people who have studied economics tend to think a similar... MORE

The Messiness of Economic Analysis

Economic Methods
Arnold Kling
In summing up his reaction to Gregory Clark's book, Tyler Cowen writes, Greg wants an explanation with a Malthusian or a Ricardian rigor and logic. I believe our explanations will be more like those of history than of economics. That... MORE

Would a Truth-Seeker Ask?

Economic Methods
Bryan Caplan
Robin lays down a challenge:Consider the people you most admire that you know personally, such as your parents, spouse, or work mentor. Now imagine the worse [sic] sort of things someone might plausibly accuse those people of. Are you confident... MORE

Tyler on Trusting Experts

Economic Methods
Arnold Kling
Tyler Cowen writes, I tend to trust sources who use their intelligence to point out flaws in their own positions. But is this more than an aesthetic preference on my part? In my view, this is much more than an... MORE

Leveraging Agreement

Economic Methods
Bryan Caplan
Don't miss David Henderson's amiable podcast on disagreement in economics. His tale of disillusion with Krugman alone is worth the price of admission. This podcast reminds me of an idea I've had for a while: Creating a meta-petition of policies... MORE

Reliability of Survey Data

Economic Methods
Arnold Kling
Tom Slee writes, what I get from the Netflix prize is that there are probably significant limits to recommender systems. Even the smartest don't do a whole lot better than the simple approaches, and a lot of work is required... MORE

Who to Trust?

Economic Methods
Bryan Caplan
Arnold writes:With one exception, I think there is nothing that the public can look for in terms of a signal about economists. The best thing is to force economists to explain their arguments clearly in layman's terms, and then to... MORE

With Rebuttal from Dan Klein?

Economic Methods
Bryan Caplan
Alex's ridicule of the New York Times piece on economists who "oppose the hegemony of free-market economics" is spot-on. Basic fact-checking would have exposed the silliness of this story, which was decisively refuted by Dan Klein and Charlotta Stern a... MORE

I Heart Econ

Economic Methods
Bryan Caplan
Guest blogging at Free Exchange, I answer the charge that Econ is a cult, and end with a hymn of praise:[T]here's nowhere where the grass is greener than in the economics profession. It's far from perfect, but economics is an... MORE

Where Numbers Come From

Economic Methods
Bryan Caplan
Brad DeLong explains the birth of an early pro-NAFTA number:Here's where I state that the "200,000 net jobs projected from NAFTA" number was mine: we took an estimate of overall economic efficiency gains from tariff reductions and an employment elasticity... MORE

Evolution and genetics aside, my understanding of natural science is very weak. Fortunately, examining the bets experts are willing to make is a great substitute for understanding what they are talking about. So when Robin Hanson reports that global warming... MORE

More on the Height of Bravery

Economic Methods
Arnold Kling
A commenter on my post on the slowdown in America's height gains refers to Michael R. Eades, who points out that the original research was pretty much self-refuting. It should be real easy to determine whether the above sociological jibberish... MORE

Hanson Convinces Me that Astrology Is a Science

Economic Methods
Bryan Caplan
The well-educated like to mock astrology; I've done it myself. But today over lunch, Robin Hanson convinced me that it's unfair to do so. There's nothing wrong with studying the predictive power of astrological signs. The only problem is concluding... MORE

Paul Ormerod

Economic Methods
Arnold Kling
More than one reader has asked me about Paul Ormerod. Is he an example of an economist who has been unjustly overlooked by the mainstream?... MORE

Intellectual Arrogance

Economic Methods
Arnold Kling
Brad DeLong writes, My view is that the neoclassical economics toolkit can be very, very useful--no, stronger than that, is very useful and necessary--for everybody from the center on left. ...By contrast, the neoclassical toolkit can be absolute poison for... MORE

On heterodox Economics and Innovation

Economic Methods
Arnold Kling
There is a lively discussion at TPM Cafe over whether heterodox economics gets no love from the neoclassical crowd. Here is an excerpt from a summary. Chris Hayes kicks things off by boiling down his feature Nation piece into two... MORE

Dogs Not Barking

Economic Methods
Arnold Kling
In the latest Econ Journal Watch, at least two articles are about what is not found in economic literature. John Dawson argues that The Economic Freedom of the World index is under-utilized in studies of economic growth. Charles Blankart and... MORE

Few economists bother to explain in writing why other people's articles are a waste of time. Even fewer economists bother to explain in writing why entire journals are a waste of time. As far as I'm aware, in fact, there... MORE

Scholastics and Pietists

Economic Methods
Arnold Kling
Daniel J. D'Amico and Daniel B. Klein write, scholastics are more concerned with speaking to each other, distilling results, and passing them down through intermediaries to the laity. Pietistic figures are more interested in speaking directly to the everyman. They... MORE

Inteview with Nassim Taleb

Economic Methods
Arnold Kling
Russ Roberts interviews Nassim Taleb. It's one of the most fascinating interviews in Roberts' series. One implication of Taleb's thinking is that we are overconfident in our ability to manage risk. Burt Malkiel, who is arguing from a more traditional... MORE

Robert Solow on Model-Building

Economic Methods
Arnold Kling
William J. Polley points to Solow's essay, which first appeared in 1997. A few excerpts and my comments.... MORE

Biases in Evaluation Scales

Economic Methods
Arnold Kling
Elaborating on a point I raised , I am going to make the following conjecture: In an evaluation scale (e.g, rate this professor on a scale of 1 to 5), the mean evaluation is biased toward the middle. Is this... MORE

Papers that look interesting

Economic Methods
Arnold Kling
Glaeser and Sacerdote, suggesting that when rich people are around other rich people, they vote Democratic, but when they are around less-rich people, they vote Republican. Not having read the paper, I'm guessing on the basis of the abstract that... MORE

Mankiw Defends his Tall Tale

Economic Methods
Arnold Kling
In an email that he gave me permission to quote, Greg writes, Your instrumental variable analogy is good, but your assertion that it is a weak instrument is not. The calculations in the paper establish how good an instrument height... MORE

Taxation and Instrumental Variables

Economic Methods
Arnold Kling
Greg Mankiw links to a new paper that he co-authored with Matthew Weinzierl that says, Should the income tax system include a tax credit for short taxpayers and a tax surcharge for tall ones? This paper shows that the standard... MORE

Defending Freakonomics

Economic Methods
Arnold Kling
Alex Tabarrok defends Steven Levitt from an attack by Noam Schieber. I think Scheiber is off in a few ways. First, he conflates methods and questions. It's true that clean identification is often found with quirky experiments but a quirky... MORE

Shimer on Acemoglu

Political Economy
Arnold Kling
Robert Shimer tries to summarize the research of Clark Medalist Daron Acemoglu. One example. Daron and James [Robinson] explore the transition from autocracy to democracy. What makes the political elites allow the poor to vote? Daron and James argue that... MORE

Subjective Relative Measurement

Economic Methods
Arnold Kling
John Quiggin writes, Suppose you wanted to establish whether children’s height increased with age, but you couldn’t measure height directly. One way to respond to this problem would be to interview groups of children in different classes at school, and... MORE

An Economist or a Public Intellectual?

Economic Methods
Arnold Kling
Now that we know that an economist is someone who is honest and a public intellectual is someone who is not, suppose we were to read the following. We have data on the real income—that is, income adjusted for inflation—of... MORE

Economists: The World's Got a Problem With Us

Economic Methods
Bryan Caplan
The smartest man I know is being savaged on the comments section of the Washington Monthly. Don't miss it!... MORE

Hail the Victorious Dead

Economic Methods
Bryan Caplan
Milton Friedman's sad passing reminds me of King Theoden's last words in The Return of the King: You have to let me go. I go to my fathers, in whose mighty company I shall not now feel ashamed. ...and makes... MORE

Milton Friedman

Economic Methods
Arnold Kling
Hearing of the death of Milton Friedman, I turned to this biography. What struck me was that Friedman won the Clark Medal, given to the economist under 40 with the most achievements, in 1951. At that time, he had published... MORE

My Favorite Example of a Biased Statistic

Economic Methods
Arnold Kling
In a column pointing to research findings on a variety of topics, William Saletan includes The richer the country, the lower the ratio of male-to-female promiscuity. In no country is the ratio of male-to-female promiscuity measured in an unbiased manner.... MORE

Who's On Your Shoulder?

Economic Methods
Bryan Caplan
Ezra Klein engages in some interesting introspection: Nowadays, I know that folks from that end will be looking to cut apart my ideas, I have to protect my points against their insights which, in turn, means I absorb their insights.... MORE

Tyler: A Plague on Both Your Houses

Economic Methods
Bryan Caplan
Tyler on refereeing: A properly critical and useful "accept" report is harder to write. Don't look for excuses to quickly reject a potentially good paper. Tyler on being refereed: If you get careless, sloppy, or downright outrageous referee reports, it... MORE

An Outside Perspective on GMU

Economic Methods
Bryan Caplan
"[N]obody could ever figure out our own political leanings by reading our papers." That's how Andrew Gelman sees his research. In contrast, when Gelman visited GMU, "One thing that struck me about the people I met there was that their... MORE

The Math Bubble

Economic Methods
Arnold Kling
Bryan wonders, Ten years ago, ultra-mathematical theorists were the kings of the economics profession. Now they seem to be nigh irrelevant. Clever and relatively open-minded empiricists rule the roost. Cementing the trend, few of the students coming out of top... MORE

Freeze - Statistics Police!

Economic Methods
Bryan Caplan
Heard of the study that finds that beautiful women have more girls and intelligent men have more boys? Andrew Gelman finds that at least the first finding is suspect on multiple levels. You get a statistically significant effect if you... MORE

Lifespan and Heritability

Economic Methods
Arnold Kling
This gets my vote for most important research finding of the year (my emphasis): “How tall your parents are compared to the average height explains 80 to 90 percent of how tall you are compared to the average person,” Dr.... MORE

Lazy Thinking

Economic Methods
Arnold Kling
Abhijit Vinayak Banerjee writes, Randomized trials like these—that is, trials in which the intervention is assigned randomly—are the simplest and best way of assessing the impact of a program. They mimic the procedures used in trials of new drugs, which... MORE

Trust Cues

Economic Methods
Arnold Kling
My latest essay summarizes some ideas I've been blogging about lately. An empirical argument attempts to convince you using logic and observation. A trust cue threatens you with loss of membership in a valuable group unless you take a given... MORE

Popular Opinion

Economic Methods
Arnold Kling
Bryan writes, If virtually everyone just argues for whatever position he was born into, a truth-seeker should hold the gladiators for popular views to higher standards. I have a slightly different way to arrive at this position. Consider the following... MORE

Intellectual Gladiators

Economic Methods
Bryan Caplan
I'm no sports fan, but it's pretty clear that countries with more people win more Olympic medals. The obvious explanation is that people typically play for the country they were born into, and the ten best basketball players in China... MORE

Skepticism About Junk

Economic Methods
Bryan Caplan
No snarl intended, Arnold. I'm a big fan of Cox and Alm, too. But just pointing to basic numbers only gets you so far. Cox and Alm can show that living standards are rising, but if you want to figure... MORE

Economics non-junk Science

Economic Methods
Arnold Kling
Bryan snarls, Arnold, please tell us: What's not junk? As I believe Yogi Berra said (if not, it sounds like something he would say), "You can observe a lot just by watching." I think economists should put more effort into... MORE

Not Junk? A Question for Arnold

Economic Methods
Bryan Caplan
Arnold writes: The junk-science aspect is to look at correlations and say that they prove what intuition and common sense might wish to be true. I just do not believe that it is possible to use correlation to untangle the... MORE

Economic Junk Science

Economic Methods
Arnold Kling
I am reading the latest issue of the American Economic Review, which is a selection of papers from this year's annual convention of the American Economic Association. A lot of it is what I consider to be "junk science." So... MORE

Macroeconomics and Confirmatory Bias

Economic Methods
Arnold Kling
Greg Mankiw has written an outstanding new essay that reviews the history of thought in macroeconomics. I don't know where he is planning to give this paper, but I wish I could be a discussant. Here is a brief excerpt.... MORE

Behavioral Science vs. Happiness Research

Economic Methods
Arnold Kling
Bryan writes, If happiness research can't make behavioral predictions, then behavioral research can't make happiness predictions. Which is as it should be. Books that are based on research designed to predict behavior belong in the Social Science section. Books that... MORE

Measurement Without Measurement

Economic Methods
Arnold Kling
Bryan writes But Arnold's prediction and the happiness literature are actually compatible. I am not going to be trapped into talking about happiness research as if it makes behavioral predictions. Happiness research cannot make behavioral predictions at all. It consists... MORE

Wild Hypotheses

Economic Methods
Arnold Kling
Pete Boettke wants to see Economics with Attitude. I have often asked job candidates what the wildest hypothesis related to their research in economics and political economy that they want to pursue would be. Here are some of my ideas... MORE

Multicollinearity and Micronumerosity

Economic Methods
Bryan Caplan
R.J. Rummel's critique of a Cato study set off a big bloggers' debate about the value of think tanks. The following passage in Rummel's critique got my attention: This correlation is meaningful for the kind of regression analysis Gartzke did,... MORE

Economics and Autism

Economic Methods
Arnold Kling
Simon Baron-Cohen said, A systemizer is somebody whose style of thinking is predominantly in terms of understanding things according to rules or laws. You can think of lots of different kinds of systems: mathematical systems (algebra, computer programs), or mechanical... MORE

Another Take on What's Wrong With Economics

Economic Methods
Bryan Caplan
Not only do I disagree with Arnold's views on the self-interest and rationality assumptions; it also looks like Arnold disagrees with Arnold! In the past, Arnold has expressed a lot of sympathy for my view that systematically mistaken economic beliefs... MORE

What's Wrong with Conventional Economics?

Alternative Economics
Arnold Kling
Michael Blowhard summarizes two books attacking mainstream economics. For most of the "Changing Face" crowd, the field needs some correction, but nothing fundamental. One mathematical-modeling whiz says straight-out that there's nothing wrong with mathematical modeling that better mathematical modeling can't... MORE

Measuring Health Care Effectiveness

Economics of Health Care
Arnold Kling
Co-blogger Bryan and I have been arguing over two issues, one substantive and one methodological Substantive issue: I say that health care probably is effective. He says that there is no evidence that it is effective on average. Incidentally, Paul... MORE

Stat Fight, Con't

Economic Methods
Arnold Kling
Bryan says, a fair number of papers have a lot of data points. So rejecting the null hypothesis of no effect is pretty easy. Moreover, it is fairly common in both literatures to discuss the magnitude of the effect, not... MORE

Deadly Chicago Econometrics

Economic Methods
Arnold Kling
Bryan's post on the statistical findings about parenting and health care reminds me of what we at MIT used to call "Chicago econometrics." A fundamental fallacy in classical statistics is to say, "Therefore, we accept the null hypothesis." The classical... MORE

Don't Believe Behaviorism's Dead? I Say!

Economic Methods
Bryan Caplan
One of the many paradoxes of behaviorism is that the only way you can tell that Arnold Kling and I disagree about it is from our words. Observe our behavior for a hundred years; you'll never figure out where we... MORE

Behaviorism in Economics: A Funeral

Economic Methods
Bryan Caplan
One reaction to my recent piece in Econ Journal Watch is "economics isn't about what people say or believe; it's about what people DO." The easy response is: Not anymore, it isn't! Survey research has exploded in economics. So has... MORE

Bleg: looking for SAS help

Economic Methods
Arnold Kling
I recently came across the Medical Expenditure Panel Survey, which seems like a fascinating data set. I would like to do some basic cross-tabs of some of the data. However, I am not a SAS jockey. Moreover, some of the... MORE

Math and Economics

Economic Education
Arnold Kling
In a wide-ranging essay, I question the dominance of math in advanced economics. The raising of the mathematical bar in graduate schools over the past several decades has driven many intelligent men and women (perhaps women especially) to pursue other... MORE

Unprovable Speculations

Economic Methods
Arnold Kling
John Brockman asked dozens of scientists and other intellectuals to state a proposition you believe is true, even though you cannot prove it. Not many of the answers deal with economics, and those that do strike me as hostile without... MORE

Paul Samuelson

Austrian Economics
Arnold Kling
Since the name of Paul Samuelson came up recently, I thought I would toss out a few random impressions of him. I only had Samuelson for one course, which I believe was in the Spring of 1977. It was part... MORE

All's Fair in Politics

Public Choice Theory
Michael Munger
by Michael Munger Guest Blogger Economist Ray Fair's very simple model on presidential elections has some interesting things to say about the upcoming election. Given the macro-economic and macro-political factors that have mattered in the past, George W. Bush should... MORE

Statistical Jargon

Economic Methods
Arnold Kling
I try to use the 2000 election in Florida and the question of Iraq's weapons of mass destruction to illustrate statistical concepts. In statistics, a parameter (not to be confused, as it is often is by laymen, with perimeter), is... MORE

Sowell on Math and Economics

Economic Methods
Arnold Kling
A while back, we discussed whether math is necessary for economic education. Thomas Sowell gives his view. Introductory economics is too often taught as if the students in it were all potential economists who had to be introduced to the... MORE

Math and Economics

Economic Methods
Arnold Kling
Brad DeLong points to an interesting post by Daniel Davies on the use of math in economics. Davies writes, If the history of economic thought teaches us anything, it teaches us that people who don't use the mathematics always, sooner... MORE

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