Space and circular time log Gaussian Cox processes with application to crime event data

Shinichiro Shirota, Alan E. Gelfand

We view the locations and times of a collection of crime events as a space-time point pattern. So, with either a nonhomogeneous Poisson process or with a more general Cox process,…