Semiparametric approach to point source modelling in epidemiology and criminology

Alexandre Rodrigues, Peter Diggle and Renato Assuncao

Journal of the Royal Statistical Society Series C, 2010, vol. 59, issue 3, 533-542

Abstract: Summary. By treating the conditional approach that was suggested by Diggle and Rowlingson as a generalized additive model, we provide a semiparametric method for point process modelling with point source interventions. We illustrate the flexibility of this approach with two applications. The first is a reanalysis of an epidemiological case–control data set in which we compare the semiparametric fit with a previously reported parametric model. The second is an application to a complex intervention in the Brazilian city of Belo Horizonte, in which we show how the installation of 60 closed‐circuit television cameras has changed the spatial distribution of crimes within an area of high criminal activity.

Date: 2010
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