spatstat.local-package {spatstat.local}

Local Composite Likelihood

Description

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

Details

The main functions are

locppm	Local likelihood fit of Poisson model
	Local pseudolikelihood fit of Gibbs model
locmincon	Local minimum contrast fit
	of Neyman-Scott or Cox model
loccit	Local composite likelihood fit
	of Neyman-Scott or Cox model

Author(s)

Adrian Baddeley [e-mail].

References

Baddeley, A. (2017) Local composite likelihood for spatial point patterns. Spatial Statistics 22, 261–295. DOI: 10.1016/j.spasta.2017.03.001

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