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COMPoissonReg

COMPoissonReg R package

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Version

Install

install.packages('COMPoissonReg')

Monthly Downloads

657

Version

0.3.5

License

GPL-2 | GPL-3

Maintainer

Thomas Lotze

Last Published

July 10th, 2015

Functions in COMPoissonReg (0.3.5)

chisq

Chi-square statistic
COMPoissonReg-package

estimate parameters for COM-Poisson regression
leverage

Leverage
CMP.MSE

COM-Poisson Mean-squared Error
makeCMPdata

Create Simulated COM-Poisson Data
constantCMPfitsandresids

Determining COM-Poisson Fitted Values and Residuals
ComputeBetasAndNuHat

Estimate COM-Poisson parameters (betas and nu)
LRT

Likelihood ratio test for statistically significant dispersion
sdev

Standard deviations
CMPLeverage

Computes leverage for each record
CMPParamBoot

Parametric COM-Poisson Bootstrap
pval

P-value
parametric_bootstrap

Parametric Bootstrap
CMPStdErrors

Standard Errors Associated With COM-Poisson Estimates
CMPDeviance

CMP Deviance
cmp

Functions to estimate COM-Poisson model parameters (betas and nu)
nu

Estimate for nu
freight.rda

Freight dataset