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mcount (version 1.0.0)

Marginalized Count Regression Models

Description

Implementation of marginalized models for zero-inflated count data. This package provides a tool to implement an estimation algorithm for the marginalized count models, which directly makes inference on the effect of each covariate on the marginal mean of the outcome. The method involves the marginalized zero-inflated Poisson model described in Long et al. (2014) .

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Install

install.packages('mcount')

Monthly Downloads

145

Version

1.0.0

License

GPL-3

Maintainer

Zhengyang Zhou

Last Published

March 11th, 2022

Functions in mcount (1.0.0)

mzip

Estimating marginalized zero-inflated Poisson model
dat.pfi

Example Data