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NScluster (version 1.1.0)

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. For estimating parameters by the simplex method, parallel computation using OpenMP application programming interface is available.

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Version

Install

install.packages('NScluster')

Monthly Downloads

575

Version

1.1.0

License

GPL (>= 2)

Maintainer

Masami Saga

Last Published

December 14th, 2016

Functions in NScluster (1.1.0)

PalmTypeB

Non-Parametric Estimate of The Palm Intensity of Type B Model

PalmTypeA

Non-Parametric Estimate of The Palm Intensity of Type A Model

NScluster-package

Simulation and estimation of the Neyman-Scott type spatial cluster models

PalmTypeC

Non-Parametric Estimate of The Palm Intensity of Type C Model

setOmpNumThreads

Set the Number of OpenMP Threads

SimplexTypeA

Parameter estimation of Type A model

SimplexIP

Parameter estimation of The Inverse-Power Type

PalmIP

Non-Parametric Estimate of The Palm Intensity of The Inverse-Power Type

SimplexThomas

Parameter estimation of The Thomas Model

PalmThomas

Non-Parametric Estimate of The Palm Intensity of The Thomas Model

SimulateTypeA

Simulation of the Generalized Thomas Model of Type A

SimulateIP

Simulation of the Inverse-Power Type Model

SimplexTypeC

Parameter estimation of Type C model

SimplexTypeB

Parameter estimation of Type B model

SimulateTypeB

Simulation of the Generalized Thomas Model of Type B

SimulateTypeC

Simulation of the Generalized Thomas Model of Type C

SimulateThomas

Simulation of the Thomas Model