Monday, April 27, 2009

 

Taking the Good with the Bad: N. Gregory Mankiw

I have two negative things to say about the analysis of Greg Mankiw, so let me start off with two positive things. First, check out this hilarious post where he busts the hypocrisy of Ben Bernanke.

Second, reader Stan Kwiatkowski sends me this blast from the past where Mankiw praises Barney Frank for citing Mises and Hayek. (!)

OK but now the bad news. Here I strongly criticize Mankiw's notorious NYT op ed where he called on the Fed to promise large future inflation as a way to rescue the economy.

Finally, in this post Mankiw epitomizes a trend that really irks me among academic economists. What happens is that they set up a model of the economy that is unrealistic, but they forget that. And then when someone thinks about the economy in an unrealistic but different way, the academic economist pounces as if he has a monopoly on truth--even though the layman's model's result might actually be closer to reality!

I've criticized David Friedman and Steve Landsburg for this type of thing in the past. For our present example, Mankiw is pooh-poohing a website that offers a simulation of a rollercoaster ride the mimics the Dow Jones Industrial Average from 2007 to 2009. Mankiw comments:
But that can't be right. Stock prices are approximately brownian motion, which means they are everywhere continuous but nowhere differentiable. In plainer English, "continuous" means that stock prices an instant from now, or an instant ago, are close to where they are now. But "not differentiable" means that the direction they move over the next instant is not necessarily close to the the direction they were heading over the last instant. A roller coaster with that property would be quite a ride.

Hang on a second. First of all, stock prices do not obey Brownian motion. As Mankiw says, Brownian motion is continuous, meaning that if a stock price goes from (say) $100 at 9:30 am to $110 at 9:31 am, then technically the stock price must have hit every intermediate price--$100.01, $100.02, all the way up to $109.99--for some definite time interval in between 9:30am and 9:31am. Obviously that's not true, and it's why Hu McCulloch actually favors Mandelbrot's "stable Paretian" (a non-Gaussian) model of stock price movements, which allows discontinuous jumps (after a bad report on the company, or a war breaks out, for example). (Thomas Bundt and I have an article in the Review of Austrian Economics on this, but I don't think the issue is online yet? I can't find it online and it came out pretty recently.)

So sure, Mankiw is right that the rollercoaster simulation is just taking averages of the truly erratic movements in the stock price, but so what? That's what the Brownian motion approximations used in cutting edge finance models do as well. (And we all know how accurate those models have turned out to be...)

Finally, if I may be a true geek: Is it really the case that a track involving continuous but non-differentiable pieces would be "quite a ride"? I admit that it's not everywhere non-differentiable, but unless Mankiw lives in a ranch, I bet everyday he traverses a track that is continuous and (at several points) non-differentiable. Yet he probably negotiates it without too much trouble.



Comments:
I got a lot of positive feedback from this comment about Mankiw's NYT piece, where I said:

Yep, according to super-cool econ prof. Greg Mankiw, if you don't like the idea of negative interest rates, that's like being against negative numbers altogether!

Hey Mankiw -- how'd you like a negative salary this year? You wouldn't be one of those crotchety anti-negative-number people, would you?
About the math: IIRC, "continuous and non-differentiable" implies that the derivative is not continuous, which means it's physically unrealizable, as you'd have to make something "infinitely X" to do so. If you were referring to the "undifferentiable" steps Mankiw takes up stairs, keep in mind, that they aren't really undifferentiable once you look closely enough.
 
I really like this blog, but there is always an annoying Google ad plastered over the first article. Clicking links and even the ad itself doesn't get it to go away--I have to wait until the article gets bumped down to read it in its entirety.

Any other suggestions? Thanks!
 
Sonic:

I don't know what to tell you, since I never have that happen on my end. I believe you--others have complained--but it doesn't happen to me, so I don't know how to advise you.

I've forwarded the complaint to the person who told me how to set up the Google ads, but she hasn't answered me yet...
 
Silas,

I don't get what you mean. Are you saying there isn't really a 45 degree angle in the real world? That's fine, but then it sorta blows up Mankiw's point about the rollercoaster, doesn't it?
 
Bob: There are no infinitely sharp 45-degree turns on any real surface. Look closely enough, and that "corner" turns out to be curved. Yes, it's still useful to talk about the angle between lines, but there is no perfect real-world analog of e.g. f(x)=|x| function.

Nice witty comeback though, keep 'em up.
 
Brownian motion? WTF? What's next, Heisenberg's Uncertainty Principle applied to policy making, and wave-particle duality applied to money? The Homo Economicus as a Black Body? If one needed more confirmation that 'economics' has degenerated into a pseudoscience, this must surely be it.

The complete absurdity of trying to apply the concept of Brownian motion (as opposed to Wiener Process) to the stock market is beyond silly. It's actually closer to sympathetic magic than anything else.

People spend time on this kind of nonsense?

Amazing.
 
Mankiw has responded on his blog to your Mises article.
 
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