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copCAR (version 2.0-4)

Fitting the copCAR Regression Model for Discrete Areal Data

Description

Provides tools for fitting the copCAR (Hughes, 2015) regression model for discrete areal data. Three types of estimation are supported (continuous extension, composite marginal likelihood, and distributional transform), for three types of outcomes (Bernoulli, negative binomial, and Poisson).

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Version

Install

install.packages('copCAR')

Monthly Downloads

231

Version

2.0-4

License

GPL (>= 2)

Maintainer

John Hughes

Last Published

January 8th, 2021

Functions in copCAR (2.0-4)

negbinomial

Family function for negative binomial GLMs.
adjacency.matrix

Return an adjacency matrix for a square lattice.
summary.copCAR

Print a summary of a copCAR model fit.
vcov.copCAR

Return the estimated covariance matrix for a copCAR model object.
residuals.copCAR

Extract model residuals.
rcopCAR

Simulate areal data.
copCAR

Fit copCAR model to discrete areal data.