Leverage and Influence Diagnostics for Spatial Point Processes

For a spatial point process model fitted to spatial point pattern data, we develop diagnostics for model validation, analogous to the classical measures of leverage and influence in a generalized linear model. The diagnostics can be characterized as derivatives of basic functionals of the model. The...

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Bibliographic Details
Main Authors: Baddeley, Adrian, Chang, Y., Song, Y.
Format: Journal Article
Published: WILEY-BLACKWELL 2013
Online Access:http://hdl.handle.net/20.500.11937/42428