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spatstat.local (version 5.1-0)

spatstat.local-package: Local Composite Likelihood

Description

Extension of the spatstat package, for fitting spatial point process models by local composite likelihood.

Arguments

Author

Adrian Baddeley Adrian.Baddeley@curtin.edu.au.

Details

The main functions are

locppmLocal likelihood fit of Poisson model
Local pseudolikelihood fit of Gibbs model
locminconLocal minimum contrast fit
of Neyman-Scott or Cox model
loccitLocal composite likelihood fit
of Neyman-Scott or Cox model

References

Baddeley, A. (2017) Local composite likelihood

Baddeley, A., Rubak, E. and Turner, R. (2015) Spatial Point Patterns: Methodology and Applications with R. Chapman and Hall/CRC Press.