Goodness-of-fit tests for Poisson and Hawkes processes.

Summary In neuroscience, the main object of study is the spike train because it is considered as the main vector of information transmission of brain activity. Throughout the different studies, several models for spike trains have been proposed, more for biological than mathematical reasons. We propose here statistical procedures to test the various models.