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Tuesday, September 22, 2009

Marginal Revolution: What it means to predict a crisis

Marginal Revolution: What it means to predict a crisis:

Some economists are trying to get macroeconomics off the hook by arguing that by their very nature crises are unpredictable. Thus David Levine aggressively argues that "our models don't just fail to predict the timing of financial crises - they say that we cannot."

There are three problems with this argument. First, it assumes what is it at question - namely whether what Levine calls 'our models' are good models. Perhaps behavioral models could better predict the timing of financial crises. I will not push this argument but I do believe that current events call for a greater than normal willingness to think beyond the confines of the models that one defends.

Second, it's not true that 'our models' tell us that we can never predict a financial crisis. In some cases, our models predict the exact moment that a crisis will occur and these models are perfectly consistent with, indeed require, rational expectations. It is perhaps no accident that Paul Krugman has specialized in these types of models.

Third, the word timing is misleading. Let's accept that a crisis cannot be predicted to the day or even to the year. Nevertheless, it is perfectly reasonably and fully consistent with rational expectations to predict an increased probability of a crisis.

If you play Russian Roulette with 1 bullet and 100 chambers in your pistol, I can't predict when the crisis will occur. If you play with 10 bullets, I still can't predict when the crisis will occur but I can say with certainty that the risk has increased by a factor of ten. Analogously, nothing in modern economics makes it theoretically impossible to forecast that greater leverage and higher than normal price to rental rates, to name just two possibilities, increase the probability of crisis. Nor does modern theory make it theoretically impossible to forecast that conditions are such that if a crisis does occur it will be a big one.

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