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COMPoissonReg (version 0.6.1)

Conway-Maxwell Poisson (COM-Poisson) Regression

Description

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.

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Install

install.packages('COMPoissonReg')

Monthly Downloads

657

Version

0.6.1

License

GPL-2 | GPL-3

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Repository

https://github.com/lotze/COMPoissonReg

Maintainer

Andrew Raim

Last Published

December 9th, 2018

Functions in COMPoissonReg (0.6.1)

Standard deviations

ZICMP Distribution

ZICMP Distribution

COM-Poisson and Zero-Inflated COM-Poisson regression

Estimate for dispersion parameter

COMPoissonReg-options

Package options

COMPoissonReg-package

Estimate parameters for COM-Poisson regression

parametric_bootstrap

Parametric Bootstrap

CMP Distribution

COM-Poisson Distribution

Likelihood ratio test for Equidispersion

Freight dataset