hglm: Hierarchical Generalized Linear Models

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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.

Author
Moudud Alam, Lars Ronnegard, Xia Shen
Date of publication
2015-08-31 15:17:50
Maintainer
Xia Shen <xia.shen@ki.se>
License
GPL (>= 2)
Version
2.1-1

View on CRAN

Man pages

Beta
Extended Beta Family
CAR
Conditional Autoregressive Family
hglm
Fitting Hierarchical Generalized Linear Models
hglm2
Fitting Hierarchical Generalized Linear Models
hglm-package
Hierarchical Generalized Linear Models
inverse.gamma
Inverse Gamma Family
inverse.sqrt
Inverse Square-root Family
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

Files in this package

hglm
hglm/inst
hglm/inst/CITATION
hglm/inst/doc
hglm/inst/doc/hglm.Rnw
hglm/inst/doc/hglm.R
hglm/inst/doc/hglm.pdf
hglm/NAMESPACE
hglm/R
hglm/R/inverse.sqrt.R
hglm/R/bigRR.R
hglm/R/bigRR-internal.R
hglm/R/hglm.R
hglm/R/SAR.R
hglm/R/hglm.formula.R
hglm/R/logLik.hglm.R
hglm/R/CAR.R
hglm/R/Beta.R
hglm/R/lrt.R
hglm/R/HL11.R
hglm/R/hat.transf.R
hglm/R/GAMMA.R
hglm/R/summary.hglm.R
hglm/R/hglm2.R
hglm/R/print.summary.hglm.R
hglm/R/hglm2.formula.R
hglm/R/likelihood.R
hglm/R/inverse.gamma.R
hglm/R/print.hglm.R
hglm/R/plot.hglm.R
hglm/R/GLM.MME.R
hglm/R/hglm.default.R
hglm/vignettes
hglm/vignettes/hglm.Rnw
hglm/vignettes/pdfpages.dtx
hglm/vignettes/hglm-knitr-knitr-compressed.pdf
hglm/MD5
hglm/DESCRIPTION
hglm/ChangeLog
hglm/man
hglm/man/inverse.sqrt.Rd
hglm/man/hglm-package.Rd
hglm/man/hglm.Rd
hglm/man/inverse.gamma.Rd
hglm/man/plot.hglm.Rd
hglm/man/lrt.Rd
hglm/man/CAR.Rd
hglm/man/logLik.hglm.Rd
hglm/man/Beta.Rd
hglm/man/hglm2.Rd
hglm/man/SAR.Rd