Title: Multiplicative component models for replicated point processes
Authors: Daniel Gervini - University of Wisconsin-Milwaukee (United States) [presenting]
Abstract: A semiparametric approach is presented to the analysis of replicated temporal and spatial point processes, based on a multiplicative decomposition of the intensity functions. The method applies to univariate and multivariate processes, and in the latter case we discuss dimension reduction techniques. We illustrate this approach with the joint spatial analysis of various types of crimes in the city of Chicago.