Precipitation Modeling and Contract Valuation

This article has two objectives. First, it describes the market for precipitation derivatives and provides examples of applications of such contracts. Second, it proposes, estimates, and compares several models for precipitation. Based on the data for Chicago Midway Airport (1950–2003), we find that a mixture of exponentials and kernel density provide a better fit than a gamma distribution. A valuation example is also presented.