Archive for the ‘Economics’ Category

Non-standard analysis in economics

Monday, June 23rd, 2008

I see, via Yet Another Sheep, that nonstandard analysis has spread to mathematical economics. Robert Anderson has a book manuscript available, Infinitesimal Methods in Mathematical Economics which explains how to apply nonstandard analysis to approximate economies with large numbers of agents. The main technique is Loeb measures, which is something that I plan on writing a post on, once I actually know anything about them.

Brouwer Fixed Point Theorem

Tuesday, June 17th, 2008

One idiosyncratic interest of mine is mathematical economics. I was looking through Volume 2 of the Handbook of Mathematical Economics when I spotted a paper by Scarf called “The Computation of Equilibrium Prices: An Exposition”. The real subject of the paper is an incredibly clear exposition of how to find fixed points of maps of the unit n-cube to itself. The Brouwer Fixed Point Theorem promises that at least one fixed point exists. I knew that there was a combinatorial approach based on Sperner’s lemma, but it had always struck me as rather technical. Not so; Scarf gives a straightforward algorithm for finding the fixed point. Sperner’s lemma is just the result that dictates that the algorithm terminates.

The proof is stated for an n-simplex, which is the n-dimensional analogue of a triangle. The algorithm works by cutting up the simplex into smaller simplices, and identifying which of the smaller simplices contains a fixed point. It then repeats, trapping the fixed point in smaller and smaller simplices until it eventually converges. What’s interesting is that the test for whether a particular simplex contains a fixed point is fantastically crude; it amounts to just checking a simple condition on the map at the vertices. (The condition is not satisfied for every simplex containing a fixed point, and in fact the algorithm will miss some fixed points. At least one fixed point will satisfy the condition, though.)

The article does everything from scratch. Brouwer’s theorem is derived as a consequence of the algorithm. It is simple enough that it could easily be included in an undergraduate analysis textbook. The whole article is so simple that it makes me wonder if there is an elementary combinatorial subject lurking under the intimidating algebra of modern-day homology theory. An interesting test case is if a constructive version of the Lefschetz fixed point theorem. (Lefschetz’ original proof was apparently combinatorial, but extremely difficult to follow. I doubt it was constructive.)

Here is two artists’ take on the Brouwer fixed point theorem.

Update. Commenter Mio spotted this elementary introduction to the topic on Herb Scarf’s web page. Poking around some more, I found the original article I mentioned above here.

Dressing to Impress Mathematicians

Friday, February 15th, 2008

Brad de Long, an economist, has a post up about the significance of how he dresses for specific audiences. In particular, the consequences of wearing ties:

With math-oriented students, however, a tie tells them that I spend too little time thinking about isomorphisms.

(This inspired n-category jokes in the comments.)

2007 Nobel Prize in Economics

Tuesday, October 16th, 2007

I was looking at an interview with Roger Myerson, one of the three winners of the 2007 Nobel Prize in Economics (technically the Sveriges Riksbank Prize). Myerson says

How would my career have been different without John Nash? What a wonderful question! My difficulty in answering it is an indication of how influential he has been in everything that I have done. I wanted to be a mathematical social scientist since I was 12 years old, when I read Isaac Asimov’s science-fiction novel Foundation. But my concept of what kinds of mathematical models should be studied was completely transformed when I read Nash’s and Harsanyi’s papers in college.

Shalizi on Econophysics

Monday, September 17th, 2007

Cosma Shalizi has written a detailed posting on what’s wrong with econophysics. Econophysics is the application of certain ideas that have been influential in physics in recent years — power laws, phase transitions, nonlinear dynamics — to finance and economics. Econophysics articles are generally published in physics journals, and have not had much of an impact on economics as practiced in economics departments. If you love statistical mechanics, and you think it explains everything, then econophysics is the area for you.

Cosma also includes a section on what’s wrong with economics, because he intends on dying friendless and alone.

Chichilnisky versus Columbia

Thursday, July 26th, 2007

In a post on his weblog, Michael Greinecker mentioned some applications of homology to economics. While aimlessly websurfing for more information, I came across the homepage of Graciela Chichilnisky, a mathematical economist who has extensively applied topological techniques to economic questions. Chichilnisky has written nearly 200 articles, and includes PDFs on her site.

On a less happy note, Chichilnisky also links to a site dedicated to detailing her problems with Columbia University, where she is a tenured professor. Chichilnisky had successfully sued Columbia on the grounds of sex discrimination in the 90s. The two parties are now back in court over an alleged pattern of retaliation on the part of Columbia. An article on her experiences with the reviewing process also makes depressing reading.

Debreu’s Theory of Value

Thursday, June 28th, 2007

Famously, the economist Gerard Debreu was close to the Bourbaki circle of mathematicians. This gives his book-length treatment of general equilibrium, Theory of Value, the reputation of being economics the way Bourbaki would write it.

I’ve been looking over Theory of Value, and while it is very abstract for an economics book, but anyone who thinks that the book could have been written by Bourbaki has never had the pleasure of the real thing. Debreu’s book has picture and everything. I would put it at the same abstraction level as Herstein’s Topic in Algebra.

Maskin and Roberts on General Equilibrium

Thursday, June 14th, 2007

I was doing some more reading on general equilibrium, when I came across On the Fundamental Theorems of General Equilibrium by Maskin and Roberts, which gives a succinct proof of the existence of general equilibrium, as well as the two subsidiary results known as the first and second welfare theorems. It’s particuarly good in spelling out the mathematical relationship between the different results. (Be warned, though. It’s completely unintelligible if you don’t have a separate description of the model handy, though.)

I found the paper via this post by Michael Greinecker on his weblog Yet Another Sheep.

Mathematical Complexity of Simple Economics

Friday, June 1st, 2007

I ran across an old article by Donald Saari from the Notices of the AMS,
Mathematical Complexity of Simple Economics, which explains how some simple models of the economy can have arbitrarily complicated dynamics.

The basic model in economics of the economy as a whole is that of general equilibrium (GE). General equilibrium is a model of the economy where goods are traded for money which are traded for goods. It’s assumed that all of the goods are used up, and no one has money left over; prices are assumed to take on a value such that both of these things occur. It’s also assumed that in equilibrium the supply and demand of each good are exactly equal: everyone who wants to buy or sell at the current price is able to. The implicit dynamical idea is that if demand exceeds supply, then prices will go up, and if supply exceeds demand prices will go down. In this model, markets as said to clear.

It’s not easy to show that such market-clearing prices even exist. Under certain convexity assumptions, they can be shown to exist using the Brouwer fixed point theorem. The model, as stated, has no dynamics: prices achieve their equilibrium values, and that’s where the story ends. But as I mentioned above, there is an implicit dynamic story that whenever prices are too high, they adjust downwards, and when they are too low, they adjust upwards.

Saari’s article is about the difficulties that arise when taking that model of dynamics seriously. Assuming that prices adjust in proportion to how far supply and demand are apart can lead to arbitrarily complicated dynamics, even chaotic dynamics.

Opportunity Cost Explained

Saturday, March 10th, 2007

The Annals of Improbable Research, perhaps the finest general-purpose scholarly journal today, has published a satire by Yoram Bauman of Greg Mankiw’s 10 principles of economics (from his introductory economics textbook). Most of it is hit-or-miss, but his summary of Principle #2 is a brilliant satire on the concept of opportunity cost.

Opportunity cost is easy enough to understand in simple descriptive situations, but I have never seen a precise mathematical definition of it that didn’t make it seem like a contentless idea.

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