BayesLogit: Logistic Regression

The BayesLogit package does posterior simulation for binomial and multinomial logistic regression using the Polya-Gamma latent variable technique. This method is fully automatic, exact, and fast. A routine to efficiently sample from the Polya-Gamma class of distributions is included.

AuthorNicholas G. Polson, James G. Scott, and Jesse Windle
Date of publication2016-10-20 00:13:36
MaintainerJesse Windle <jesse.windle@gmail.com>
LicenseGPL (>= 3)
Version0.6

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Files in this package

BayesLogit
BayesLogit/COPYING
BayesLogit/inst
BayesLogit/inst/CITATION
BayesLogit/inst/set.bash
BayesLogit/inst/Dynamic
BayesLogit/inst/Dynamic/Makevars
BayesLogit/inst/Dynamic/NAMESPACE
BayesLogit/inst/Dynamic/R
BayesLogit/inst/Dynamic/R/CUBS.R
BayesLogit/inst/Dynamic/DESCRIPTION
BayesLogit/inst/Dynamic/man
BayesLogit/inst/Dynamic/man/CUBS.Rd
BayesLogit/inst/Dynamic/man/AR1.Rd
BayesLogit/inst/Dynamic/man/AR1Ind.Rd
BayesLogit/inst/Static
BayesLogit/inst/Static/Makevars
BayesLogit/inst/Static/NAMESPACE
BayesLogit/inst/Static/DESCRIPTION
BayesLogit/src
BayesLogit/src/LogitWrapper.cpp
BayesLogit/src/PolyaGammaAlt.h
BayesLogit/src/Makevars
BayesLogit/src/PolyaGammaSP.h
BayesLogit/src/DynExpFamMH.h
BayesLogit/src/CUBS.h
BayesLogit/src/CUBS.cpp
BayesLogit/src/MultLogit.h
BayesLogit/src/Matrix.cpp
BayesLogit/src/Matrix.h
BayesLogit/src/RRNG.cpp
BayesLogit/src/PolyaGamma.cpp
BayesLogit/src/Normal.h
BayesLogit/src/CUBS_update.cpp
BayesLogit/src/RNG.h
BayesLogit/src/RRNG.h
BayesLogit/src/InvertY.cpp
BayesLogit/src/MatrixFrame.h
BayesLogit/src/InvertY.h
BayesLogit/src/AR1.h
BayesLogit/src/FSF_nmix.h
BayesLogit/src/PolyaGammaAlt.cpp
BayesLogit/src/PolyaGamma.h
BayesLogit/src/Logit.h
BayesLogit/src/RNG.cpp
BayesLogit/src/AR1.cpp
BayesLogit/src/FSF_nmix.cpp
BayesLogit/src/MatrixFrame.cpp
BayesLogit/src/DynExpFamMH.cpp
BayesLogit/src/PolyaGammaSP.cpp
BayesLogit/src/CUBS_update.h
BayesLogit/src/LogitWrapper.h
BayesLogit/NAMESPACE
BayesLogit/data
BayesLogit/data/spambase.RData
BayesLogit/data/rain.RData
BayesLogit/R
BayesLogit/R/Indicators.R BayesLogit/R/DynExpFamMHWrapper.R BayesLogit/R/ComputeMixture.R BayesLogit/R/PG.R BayesLogit/R/KS.R BayesLogit/R/AR1.R BayesLogit/R/MultLogitPG.R BayesLogit/R/Multinomial.R BayesLogit/R/compmix.R BayesLogit/R/logit-EM.R BayesLogit/R/LogitWrapper.R BayesLogit/R/Logit-Indicators.R BayesLogit/R/logit-combine.R BayesLogit/R/FFBS.R BayesLogit/R/LogitPG.R
BayesLogit/MD5
BayesLogit/DESCRIPTION
BayesLogit/man
BayesLogit/man/rks.Rd BayesLogit/man/logit.combine.Rd BayesLogit/man/compute.mixture.Rd BayesLogit/man/rain.Rd BayesLogit/man/draw.indicators.Rd BayesLogit/man/rpg.Rd BayesLogit/man/mlogit.Rd BayesLogit/man/spambase.Rd BayesLogit/man/logit.Rd BayesLogit/man/logit.EM.Rd

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