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Wednesday, December 29, 2010

Interesting new book on the way...

I just ordered Programming Collective Intelligence: Building Smart Web 2.0 Applications from Amazon...

As a side project to continue developing my Python skills I am going to learn how to write scripts to implement prediction markets (and/or other collective intelligence type algorithms).  I would be quite keen to see if such algorithms could be used to aggregate macro-economic forecasts.  I suspect that prediction markets can be used to make macro-economic forecasts, and I would be surprised if someone was not already doing it. 

As Scott Page pointed out in his excellent book The Difference: How the Power of Diversity Creates Better Groups, Firms, Schools, and Societies (New Edition), diversity of models used by participants to make forecasts is an important part of any successful prediction market.  I suspect that maintaining this diversity would be difficult in macro-economic prediction markets simply because there is a limited number of variables used to predict something like GDP, or industrial production...      

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