COMPoissonReg: Conway-Maxwell Poisson (COM-Poisson) Regression
Version 0.4.1

Fit Conway-Maxwell Poisson (COM-Poisson or CMP) regression models to count data (Sellers & Shmueli, 2010) . The package provides functions for model estimation, dispersion testing, and diagnostics. Zero-inflated CMP regression (Sellers & Raim, 2016) is also supported.

Browse man pages Browse package API and functions Browse package files

AuthorKimberly Sellers <kfs7@georgetown.edu> Thomas Lotze <thomas.lotze@thomaslotze.com> Andrew Raim <andrew.raim@gmail.com>
Date of publication2017-05-03 12:03:19 UTC
MaintainerAndrew Raim <andrew.raim@gmail.com>
LicenseGPL-2 | GPL-3
Version0.4.1
URL https://github.com/lotze/COMPoissonReg
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("COMPoissonReg")

Man pages

cmp-dist: COM-Poisson Distribution
COMPoissonReg-package: Estimate parameters for COM-Poisson regression
couple.rda: Couple dataset
equitest: Likelihood ratio test for Equidispersion
freight.rda: Freight dataset
glm-cmp: COM-Poisson and Zero-Inflated COM-Poisson regression
leverage: Leverage
nu: Estimate for dispersion parameter
parametric_bootstrap: Parametric Bootstrap
sdev: Standard deviations
zicmp-dist: ZICMP Distribution

Functions

AIC.cmp Man page Source code
AIC.zicmp Man page Source code
BIC.cmp Man page Source code
BIC.zicmp Man page Source code
CMP.MSE Source code
COM-PoissonReg Man page
COM-PoissonReg-package Man page
COMPoissonReg Man page
coef.cmp Man page Source code
coef.zicmp Man page Source code
computez Source code
computez.prodj Source code
computez.prodj2 Source code
computez.prodjlogj Source code
computez.prodlogj Source code
computez.prodlogj2 Source code
constantCMPfitsandresids Source code
couple Man page
dcmp Man page Source code
deviance.cmp Man page Source code
deviance.zicmp Man page Source code
dzicmp Man page Source code
equitest Man page Source code
equitest.cmp Man page Source code
equitest.zicmp Man page Source code
expected.y Source code
expected.y.reg Source code
fim.zicmp Source code
fim.zicmp.reg Source code
fit.cmp.reg Source code
fit.zicmp.reg Source code
fit.zip.reg Source code
freight Man page
glm.cmp Man page Source code
glm.zicmp Man page
leverage Man page Source code
leverage.cmp Man page Source code
leverage.zicmp Man page Source code
logLik.cmp Man page Source code
logLik.zicmp Man page Source code
logger Source code
nu Man page Source code
nu.cmp Man page Source code
nu.zicmp Man page Source code
parametric_bootstrap Man page Source code
parametric_bootstrap.cmp Man page Source code
parametric_bootstrap.zicmp Man page Source code
pcmp Man page Source code
predict.cmp Man page Source code
predict.zicmp Man page Source code
print.cmp Man page Source code
print.zicmp Man page Source code
pzicmp Man page Source code
qcmp Man page Source code
qzicmp Man page Source code
rcmp Man page Source code
residuals.cmp Man page Source code
residuals.zicmp Man page Source code
rqres Source code
rqres.cmp Source code
rqres.zicmp Source code
rzicmp Man page Source code
sdev Man page Source code
sdev.cmp Man page Source code
sdev.zicmp Man page Source code
summary.cmp Man page Source code
summary.zicmp Man page Source code
var.zicmp.reg Source code
weights Source code

Files

inst
inst/examples
inst/examples/freight.R
inst/examples/dist.R
inst/examples/sim-cmp.R
inst/examples/sim-zicmp.R
inst/examples/couple.R
inst/demo-rmd
inst/demo-rmd/demo.Rmd
NAMESPACE
data
data/couple.rda
data/freight.rda
R
R/fim.R
R/glm.R
R/mle.R
R/S3methods.R
R/rqres.R
R/cmp-reg.R
R/computez.R
R/dist.R
R/zicmp-reg.R
R/util.R
MD5
DESCRIPTION
man
man/COMPoissonReg-package.Rd
man/equitest.Rd
man/parametric_bootstrap.Rd
man/sdev.Rd
man/glm-cmp.Rd
man/nu.Rd
man/freight.rda.Rd
man/zicmp-dist.Rd
man/leverage.Rd
man/cmp-dist.Rd
man/couple.rda.Rd
COMPoissonReg documentation built on May 19, 2017, 10:46 a.m.