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cplm (version 0.1-2)

Monte Carlo EM algorithms and Bayesian methods for fitting Tweedie compound Poisson linear models

Description

This package provides methods for fitting Tweedie compound Poisson linear models using Monte Carlo EM algorithm and MCMC methods. Models that are handled in the package are generalized linear models, mixed-effect models and their corresponding Bayesian models.

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Install

install.packages('cplm')

Monthly Downloads

8,943

Version

0.1-2

License

GPL (>= 2)

Maintainer

Wayne Zhang

Last Published

September 9th, 2011

Functions in cplm (0.1-2)

fineroot

Root Length Density Data
cplm-package

Tweedie compound Poisson linear models
cpglm-class

Class "cpglm" of the result from fitting compound Poisson GLM
cpglm

Compound Poisson Generalized Linear Model
NullNum-class

Class "NullNum", "NullList" and "NullFunc"