COMPoissonReg: Conway-Maxwell Poisson (COM-Poisson) Regression

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Fit a CMP regression model to count data. The code provides functions for model estimation, dispersion testing, and diagnostics.

Author
Kimberly Sellers <kfs7@georgetown.edu>, Thomas Lotze <thomas.lotze@thomaslotze.com>
Date of publication
2015-07-11 01:41:23
Maintainer
Thomas Lotze <thomas.lotze@thomaslotze.com>
License
GPL-2 | GPL-3
Version
0.3.5

View on CRAN

Man pages

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

Files in this package

COMPoissonReg
COMPoissonReg/NAMESPACE
COMPoissonReg/data
COMPoissonReg/data/freight.rda
COMPoissonReg/R
COMPoissonReg/R/computez.prodjlogj.R
COMPoissonReg/R/rcmp.R
COMPoissonReg/R/parametric_bootstrap.R
COMPoissonReg/R/CMPDeviance.R
COMPoissonReg/R/InfoMatrix.R
COMPoissonReg/R/sdev.R
COMPoissonReg/R/chisq.R
COMPoissonReg/R/pval.R
COMPoissonReg/R/computez.prodlogj.R
COMPoissonReg/R/weights.R
COMPoissonReg/R/computez.prodj.R
COMPoissonReg/R/nu.R
COMPoissonReg/R/CMPLeverage.R
COMPoissonReg/R/leverage.R
COMPoissonReg/R/computez.R
COMPoissonReg/R/computez.lambdaest.R
COMPoissonReg/R/ComputeOptimalLogLi.GivenNuHat.R
COMPoissonReg/R/cmp.R
COMPoissonReg/R/computez.prodj2.R
COMPoissonReg/R/InfoMatrix.betanu.R
COMPoissonReg/R/LRT.R
COMPoissonReg/R/CMPParamBoot.R
COMPoissonReg/R/CMP.MSE.R
COMPoissonReg/R/computez.prodlogj2.R
COMPoissonReg/R/makeCMPdata.R
COMPoissonReg/R/CMPStdErrors.R
COMPoissonReg/R/ComputeBetasAndNuHat.R
COMPoissonReg/R/InfoMatrix.beta.R
COMPoissonReg/R/InfoMatrix.nu.R
COMPoissonReg/R/constantCMPfitsandresids.R
COMPoissonReg/README.md
COMPoissonReg/MD5
COMPoissonReg/DESCRIPTION
COMPoissonReg/man
COMPoissonReg/man/COMPoissonReg-package.Rd
COMPoissonReg/man/CMPLeverage.Rd
COMPoissonReg/man/CMPStdErrors.Rd
COMPoissonReg/man/parametric_bootstrap.Rd
COMPoissonReg/man/ComputeBetasAndNuHat.Rd
COMPoissonReg/man/LRT.Rd
COMPoissonReg/man/sdev.Rd
COMPoissonReg/man/nu.Rd
COMPoissonReg/man/cmp.Rd
COMPoissonReg/man/pval.Rd
COMPoissonReg/man/CMPParamBoot.Rd
COMPoissonReg/man/constantCMPfitsandresids.Rd
COMPoissonReg/man/freight.rda.Rd
COMPoissonReg/man/leverage.Rd
COMPoissonReg/man/chisq.Rd
COMPoissonReg/man/makeCMPdata.Rd
COMPoissonReg/man/CMPDeviance.Rd
COMPoissonReg/man/CMP.MSE.Rd