mcemGLM: Maximum Likelihood Estimation for Generalized Linear Mixed Models

Maximum likelihood estimation for generalized linear mixed models via Monte Carlo EM.

AuthorFelipe Acosta Archila
Date of publication2015-11-29 09:06:45
MaintainerFelipe Acosta Archila <acosta@umn.edu>
LicenseGPL (>= 2)
Version1.1

View on CRAN

Files in this package

mcemGLM
mcemGLM/inst
mcemGLM/inst/doc
mcemGLM/inst/doc/mcemGLM-vignette.R
mcemGLM/inst/doc/mcemGLM-vignette.pdf
mcemGLM/inst/doc/mcemGLM-vignette.Rnw
mcemGLM/src
mcemGLM/src/MCMCloglikelihoodNegBinom_t.cpp
mcemGLM/src/loglikelihoodGammaGradient_n.cpp
mcemGLM/src/uSampler_n.cpp
mcemGLM/src/Makevars
mcemGLM/src/iMatrixDiag_n.cpp
mcemGLM/src/loglikelihoodNegBinom_t.cpp
mcemGLM/src/loglikelihoodLogit_n.cpp
mcemGLM/src/qFunctionDiag_n.cpp
mcemGLM/src/loglikelihoodNegBinom_n.cpp
mcemGLM/src/loglikelihoodNegBinomGradient_n.cpp
mcemGLM/src/qFunctionDiagGamma_n.cpp
mcemGLM/src/qFunctionDiagPoisson_t.cpp
mcemGLM/src/loglikelihoodLogitGradient_t.cpp
mcemGLM/src/loglikelihoodGammaHessian_n.cpp
mcemGLM/src/iMatrixDiagPoisson_n.cpp
mcemGLM/src/iMatrixDiag_t.cpp
mcemGLM/src/iMatrixDiagGamma_t.cpp
mcemGLM/src/loglikelihoodGammaHessian_t.cpp
mcemGLM/src/uSamplerGamma_t.cpp
mcemGLM/src/loglikelihoodPoissonHessian_t.cpp
mcemGLM/src/loglikelihoodLogitHessian_t.cpp
mcemGLM/src/mcemGLM.h
mcemGLM/src/mcemGLMutil.cpp
mcemGLM/src/MCMCloglikelihoodGamma_n.cpp
mcemGLM/src/MCMCloglikelihoodGamma_t.cpp
mcemGLM/src/loglikelihoodNegBinomHessian_t.cpp
mcemGLM/src/loglikelihoodLogitHessian_n.cpp
mcemGLM/src/loglikelihoodPoisson_t.cpp
mcemGLM/src/MCMCloglikelihoodLogit_n.cpp
mcemGLM/src/MCMCloglikelihoodPoisson_n.cpp
mcemGLM/src/iMatrixDiagNegBinom_t.cpp
mcemGLM/src/loglikelihoodNegBinomHessian_n.cpp
mcemGLM/src/margloglikelihoodLogit_n.cpp
mcemGLM/src/loglikelihoodLogitGradient_n.cpp
mcemGLM/src/qFunction.cpp
mcemGLM/src/loglikelihoodPoissonHessian_n.cpp
mcemGLM/src/loglikelihoodGamma_n.cpp
mcemGLM/src/uSamplerGamma_n.cpp
mcemGLM/src/uSamplerPoisson_n.cpp
mcemGLM/src/uSamplerNegBinom_t.cpp
mcemGLM/src/uSamplerPoisson_t.cpp
mcemGLM/src/margloglikelihoodLogit_t.cpp
mcemGLM/src/uSamplerNegBinom_n.cpp
mcemGLM/src/loglikelihoodGamma_t.cpp
mcemGLM/src/MCMCloglikelihoodNegBinom_n.cpp
mcemGLM/src/loglikelihoodGammaGradient_t.cpp
mcemGLM/src/uSampler.cpp
mcemGLM/src/qFunctionDiagGamma_t.cpp
mcemGLM/src/loglikelihoodPoissonGradient_n.cpp
mcemGLM/src/iMatrixDiagPoisson_t.cpp
mcemGLM/src/qFunctionDiag_t.cpp
mcemGLM/src/MCMCloglikelihoodLogit_t.cpp
mcemGLM/src/qFunctionDiagPoisson_n.cpp
mcemGLM/src/loglikelihoodLogit_t.cpp
mcemGLM/src/qFunctionDiagNegBinom_n.cpp
mcemGLM/src/Makevars.win
mcemGLM/src/qFunction_n.cpp
mcemGLM/src/RcppExports.cpp
mcemGLM/src/loglikelihoodPoissonGradient_t.cpp
mcemGLM/src/iMatrixDiagGamma_n.cpp
mcemGLM/src/qFunctionDiagNegBinom_t.cpp
mcemGLM/src/loglikelihoodNegBinomGradient_t.cpp
mcemGLM/src/loglikelihoodPoisson_n.cpp
mcemGLM/src/MCMCloglikelihoodPoisson_t.cpp
mcemGLM/src/iMatrixDiagNegBinom_n.cpp
mcemGLM/NAMESPACE
mcemGLM/data
mcemGLM/data/salamander.rdata
mcemGLM/data/exdata.rdata
mcemGLM/data/simData.rdata
mcemGLM/data/epilepsy.rdata
mcemGLM/R
mcemGLM/R/mcemGLMMext.R mcemGLM/R/mcemMLE_n.R mcemGLM/R/contrasts.mcemGLMM.R mcemGLM/R/mcemMLEPoisson_n.R mcemGLM/R/toMaxDiag_t.R mcemGLM/R/coef.mcemGLMM.R mcemGLM/R/mcemMLENegBinom_n.R mcemGLM/R/covMat.mcemGLMM.R mcemGLM/R/toMaxDiag_n.R mcemGLM/R/toMaxDiagPoisson_t.R mcemGLM/R/toMaxDiagGamma_n.R mcemGLM/R/residuals.mcemGLMM.R mcemGLM/R/ranef.mcemGLMM.R mcemGLM/R/mcemMLE_t_fixed_df.R mcemGLM/R/anova.mcemGLMM.R mcemGLM/R/RcppExports.R mcemGLM/R/mcemMLENegBinom_t_fixed_df.R mcemGLM/R/toMaxDiagGamma_t.R mcemGLM/R/toMaxDiagNegBinom_n.R mcemGLM/R/mcemMLEGamma_t_fixed_df.R mcemGLM/R/toMaxDiagPoisson_n.R mcemGLM/R/mcemMLEGamma_n.R mcemGLM/R/predict.mcemGLMM.R mcemGLM/R/toMaxDiagNegBinom_t.R mcemGLM/R/constructSigma.R mcemGLM/R/summary.mcemGLMM.R mcemGLM/R/mcemMLEPoisson_t_fixed_df.R mcemGLM/R/mcemGLMM.R
mcemGLM/vignettes
mcemGLM/vignettes/references.bib
mcemGLM/vignettes/mcemGLM-vignette.Rnw
mcemGLM/MD5
mcemGLM/build
mcemGLM/build/vignette.rds
mcemGLM/DESCRIPTION
mcemGLM/man
mcemGLM/man/contrasts.mcemGLMM.Rd mcemGLM/man/summary.mcemGLMM.Rd mcemGLM/man/mcemGLMMext.Rd mcemGLM/man/covMat.mcemGLMM.Rd mcemGLM/man/anova.mcemGLMM.Rd mcemGLM/man/mcemGLMM.Rd mcemGLM/man/epilepsy.Rd mcemGLM/man/residuals.mcemGLMM.Rd mcemGLM/man/coef.mcemGLMM.Rd mcemGLM/man/mcemGLM-package.Rd mcemGLM/man/exdata.Rd mcemGLM/man/simData.Rd mcemGLM/man/ranef.mcemGLMM.Rd mcemGLM/man/predict.mcemGLMM.Rd mcemGLM/man/salamander.Rd

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