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NScluster (version 1.3.6-1)

Simulation and Estimation of the Neyman-Scott Type Spatial Cluster Models

Description

Simulation and estimation for Neyman-Scott spatial cluster point process models and their extensions, based on the methodology in Tanaka, Ogata, and Stoyan (2008) . To estimate parameters by the simplex method, parallel computation using 'OpenMP' application programming interface is available. For more details see Tanaka, Saga and Nakano .

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Version

Install

install.packages('NScluster')

Monthly Downloads

575

Version

1.3.6-1

License

GPL (>= 2)

Maintainer

Masami Saga

Last Published

March 25th, 2023

Functions in NScluster (1.3.6-1)

plot.Palm

Plot Non-Parametric and Parametric Normalized Palm Intensity
NScluster-package

Simulation and Estimation of the Neyman-Scott Type Spatial Cluster Models
mple.cppm

MPLE of Neyman-Scott Cluster Point Process Models and Their Extensions
boot.mple

Bootstrap resampling for MPLE
plot.mple

Show the Process for Optimizing Parameter Set
print.mple

Print Process for Maximizing Log-Palm Likelihood Function
palm.cppm

Non-parametric and Parametric Estimation for Palm Intensity
sim.cppm

Simulation for Neyman-Scott Cluster Point Process Models and Their Extensions