Conway-Maxwell Poisson (COM-Poisson) Regression


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Documentation for package ‘COMPoissonReg’ version 0.3.2

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COM-PoissonReg-package estimate parameters for COM-Poisson regression
chisq Chi-square statistic
chisq.cmp Functions to estimate COM-Poisson model parameters (betas and nu)
cmp Functions to estimate COM-Poisson model parameters (betas and nu)
CMP.MSE COM-Poisson Mean-squared Error
CMPDeviance CMP Deviance
CMPLeverage Computes leverage for each record
CMPParamBoot Parametric COM-Poisson Bootstrap
CMPStdErrors Standard Errors Associated With COM-Poisson Estimates
COM-PoissonReg estimate parameters for COM-Poisson regression
COMPoissonReg estimate parameters for COM-Poisson regression
ComputeBetasAndNuHat Estimate COM-Poisson parameters (betas and nu)
constantCMPfitsandresids Determining COM-Poisson Fitted Values and Residuals
deviance.cmp Functions to estimate COM-Poisson model parameters (betas and nu)
freight Freight dataset
leverage Leverage
leverage.cmp Functions to estimate COM-Poisson model parameters (betas and nu)
LRT Likelihood ratio test for statistically significant dispersion
makeCMPdata Create Simulated COM-Poisson Data
nu Estimate for nu
nu.cmp Functions to estimate COM-Poisson model parameters (betas and nu)
parametric_bootstrap Parametric Bootstrap
parametric_bootstrap.cmp Functions to estimate COM-Poisson model parameters (betas and nu)
predict.cmp Functions to estimate COM-Poisson model parameters (betas and nu)
pval P-value
pval.cmp Functions to estimate COM-Poisson model parameters (betas and nu)
residuals.cmp Functions to estimate COM-Poisson model parameters (betas and nu)
sdev Standard deviations
sdev.cmp Functions to estimate COM-Poisson model parameters (betas and nu)