Multiplicative component models for replicated point processes

Abstract

We propose a multiplicative semiparametric model for the intensity function of replicated point processes. Two examples of applications are given: a temporal one, about the dynamics of Internet auctions, and a spatial one, about the spatial distribution of street robberies in Chicago.

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