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

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

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 derived from Besag’s pseudo-likelihood, and to a class of diagnostics based on point process residuals. The results lend theor...

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Bibliographic Details
Main Authors:	Baddeley, Adrian, Rubak, E., Moller, J.
Format:	Journal Article
Published:	INST MATHEMATICAL STATISTICS 2011
Online Access:	http://hdl.handle.net/20.500.11937/7596

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