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...
| Main Authors: | , , |
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| Format: | Journal Article |
| Published: |
INST MATHEMATICAL STATISTICS
2011
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| Online Access: | http://hdl.handle.net/20.500.11937/7596 |