Showing posts with label Mathiness. Show all posts
Showing posts with label Mathiness. Show all posts

Friday, September 23, 2016

The Trouble with Paul Romer's Angriness

Count to 10

The paper by Paul Romer, The Trouble with Macroeconomics, has been in the news, and many bloggers have posted about it (Lars Syll here, to name one) and some of the major newspapers (for example, here and here). This follows his previous critiques on what he referred to as mathiness. It's also important since now Romer is the World Bank's chief economist. In all fairness, the only refreshing thing in the paper is the sarcasm, and the internal sociological critique of the profession that "places an authority above criticism."

This paper is better than the previous one on mathiness. He clearly notes that Real Business Cycle (RBC) models including in the synthesis version with New Keynesian models, the Dynamic Stochastic General Equilibrium (DSGE) models he discusses, use productivity shocks as something akin to phlogiston. He's not wrong. My favorite quote is this one also by Ed Prescott, Romer's bête noir, who argues that:
"In the 1930s, there was an important change in the rules of the economic game. This change lowered the steady-state market hours. The Keynesians had it all wrong. In the Great Depression, employment was not low because investment was low. Employment and investment were low because labor market institutions and industrial policies changed in a way that lowered normal employment."
So you ask: what was the negative shock that caused the Great Depression? Lucas, a mentor and friend of Prescott that shares his views, said (cited here) about this: "Where is the productivity shock that cuts output in half in that period? Is it a flood or a hurricane? If it really happened, shouldn't we be able to see it in the data?" [For more on the problems with the interpretation of the Depression go here]. And Romer is right also that Friedman's instrumentalism, the idea that it is "as if" there is a negative productivity shock, is not serious.

In his paper, Romer takes issue with Prescott's explanation of productivity shocks as being like "that traffic out there." Here is his explanation of why this is problematic:
"What is particularly revealing about this quote is that it shows that if anyone had taken a micro foundation seriously it would have put a halt to all this lazy theorizing [about imaginary shocks]. Suppose an economist thought that traffic congestion is a metaphor for macro fluctuations or a literal cause of such fluctuations. The obvious way to proceed would be to recognize that drivers make decisions about when to drive and how to drive. From the interaction of these decisions, seemingly random aggregate fluctuations in traffic throughput will emerge. This is a sensible way to think about a fluctuation. It is totally antithetical to an approach that assumes the existence of imaginary traffic shocks that no person does anything to cause."
This is very close to getting lost in the analogy, but at any rate, for what is worth, Romer is essentially fine with the methodological individualism of marginalism, and he implies that if you look hard enough you can find in the behavior of economic agents the reasons for why productivity fell and caused a Depression. There is no discussion of causality issues, which are central in the understanding of scientific differences, and why productivity might be endogenous. Romer perhaps thinks, not differently from Lucas or Friedman, that the Fed caused the Depression.

While the tone of the paper is that "Keynesian" ideas that money matters are relevant, and that RBC and DSGE models (or some of them) can't even get the effects of the Volcker stabilization right, it is probably true that Romer doesn't get it either. Anybody that worked with Phillips curves knows that the output gap is relatively weak, and that in order to get reasonable results supply side factors must be included (often the price of oil and other commodities). So the fall in commodity prices, and the indirect effects of the recessions on the bargaining power of the labor force (besides other things like Reagan's anti-union policies) played a role in the stabilization.

And should I mention that Romer writes a whole paper on the troubles with macroeconomics without one single note on the limitations of the idea of a natural rate of unemployment (or interest) and the inability of economists, which use it all the time for policy purposes, to even measure it? Oh well. Now the World Bank, with him as chief economist, will emphasize even more the need to spend on "human capital," because knowledge unleashes increasing returns and development. Yeah nobody though that education was central for development [and he doesn't even think of reverse causality]! Don't get me wrong, macroeconomics has been in trouble since the 1930s, when it developed as a field, but Romer's ideas are not particularly helpful. Being angry at RBC and New Classicals (angriness?) does not provide a clear path for macroeconomics.

PS1: I won't even go on the fact that he thinks that the Cowles Commission methodology is flawed, a position he shares with Lucas and Sargent. On that Ray Fair has said:"If the macro 2 [the RBC/DSGE models Romer criticizes] message is not sensible or its methodology is not feasible for estimating realistic models, it is perhaps time to move back to macro 1 [the Cowles Commission models that Romer also thinks are problematic]. This requires dropping the assumption of rational expectations and trusting the theory to impose exclusion restrictions." I may not agree with Fair, and other Old Keynesians (not sure he would like that label), on the restrictions that need to be applied, but at least methodologically we're on the same page. Not sure what Romer wants.

PS2: Romer doesn't even know of the problems with the growth accounting methodology and Solow's residual. On that see this paper by Jesus Felipe and Franklin Fisher.

Tuesday, May 19, 2015

Some Brief Thoughts on Paul Romer and Mathiness

Catching up with work after grading. Posting will continue slow for a few weeks. Just a brief note on the brouhaha that the Romer (Paul) paper has led to. I mostly read it in Lars blog. Lars quotes Romer as saying:
"About math: I have an undergraduate degree in physics.* I’ve seen clear evidence that math can facilitate scientific progress toward the truth. If you think that math is worthless or dangerous, I’m sure that there are people who will be happy to discuss this with you. I’m not interested. I’m busy. 
About truth and science: My fundamental premise is that there is an objective notion of truth and that science can help us make progress toward truth. If you do not accept this premise, I’m sure that there are people who would be happy to debate it with you. I’m not interested. I’m busy."
I should say that I only looked cursorily at the paper, which seems poor at best. The notion that: "Joan Robinson (1956) was engaged in academic politics when she waged her campaign against capital and the aggregate production function," misses the quite important logical point of the capital debates, which were acknowledged by none other than Paul Samuelson in his 1966 "Summing Up" (subscription required).

It seems clear that the very concept of mathiness is murky at best.** Some mathematical concepts are fine, some aren't. The criteria seems to be Romer's personal preferences. Mind you, the quote above is one of the few things in that post that is clear and on the mark. Math is just an instrument. If Romer spent the time to read Sraffa's short monograph, he would have to conclude (mathematical logic requires it) that mainstream notions about relative prices associated to relative scarcity are not logically tenable. Progress would imply discarding illogical models. He is busy, though.

I should add that, in general, I'm in agreement with Lars critique of Romer. However, the problem to me seems to be less concerned with the use of mathematical models because "the real world is fuzzy, vague and indeterminate," which it clearly is, but with the logical inconsistencies of the neoclassical model per se. It is the kind of models that Romer uses (and the authors he criticizes too) that are problematic, not the fact that he formalizes his ideas in mathematical models. That's why it's a bit funny that he thinks that some RBC or New Classical authors are the problem, because presumably they fool you with math or, as one of the definitions of mathiness suggests, the words that these authors use to describe their mathematical results do not accurately convey what the math shows.

Sure enough, there are important elements in economic theory that cannot be easily formalized, and that does not mean that objective understanding is impossible. I haven't seen the formalization of the concept of mode of production, but that does not mean that the definition of capitalism is devoid of meaning. My two cents.

* This has been amended in the last version. Now reads: "I studied physics as an undergraduate." As it turns, some economists DO have physics envy. But you know what this means. He knows math people. He is an authority. Arguments of authority are so sciency, aren't they?

** At least two definitions are possible it seems. Logically incorrect mathematical arguments that are defended anyway (Romer would incur on this version of mathiness), or a discrepancy between the mathematical model and the underlying economic theory (the one Romer suggests some in the mainstream incur). They are not necessarily equivalent.

Was Bob Heilbroner a leftist?

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