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hglm (version 2.1-1)

Hierarchical Generalized Linear Models

Description

Procedures for fitting hierarchical generalized linear models (HGLM). It can be used for linear mixed models and generalized linear mixed models with random effects for a variety of links and a variety of distributions for both the outcomes and the random effects. Fixed effects can also be fitted in the dispersion part of the mean model.

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Version

Install

install.packages('hglm')

Monthly Downloads

711

Version

2.1-1

License

GPL (>= 2)

Maintainer

Xia Shen

Last Published

August 31st, 2015

Functions in hglm (2.1-1)

logLik.hglm

Extracts log-likelihood values
lrt

Likelihood-ratio test for variance components in hglm
plot.hglm

Plot Hierarchical Generalized Linear Model Objects
SAR

Simultaneous Autoregressive Family
CAR

Conditional Autoregressive Family
hglm

Fitting Hierarchical Generalized Linear Models
Beta

Extended Beta Family
inverse.gamma

Inverse Gamma Family
inverse.sqrt

Inverse Square-root Family
hglm-package

Hierarchical Generalized Linear Models
hglm2

Fitting Hierarchical Generalized Linear Models