Score, Pseudo-Score and Residual Diagnostics for Spatial Point Process Models

Adrian Baddeley, Ege Rubak, Jesper Møller

We develop new tools for formal inference and informal model validation in the analysis of spatial point pattern data. The score test is generalized to a "pseudo-score" test derive…