mombf: Moment and Inverse Moment Bayes Factors
Version 1.9.4

Model selection and parameter estimation based on non-local and Zellner priors. Bayes factors, marginal densities and variable selection in regression setups. Routines to sample, evaluate prior densities, distribution functions and quantiles are included.

AuthorDavid Rossell, John D. Cook, Donatello Telesca, P. Roebuck
Date of publication2017-03-27 13:30:34
MaintainerDavid Rossell <rosselldavid@gmail.com>
LicenseGPL (>= 2)
Version1.9.4
URL http://mombf.r-forge.r-project.org/
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("mombf", repos="http://R-Forge.R-project.org")

Popular man pages

bbPrior: Priors on model space for variable selection problems
dalapl: Density and random draws from the asymmetric Laplace...
eprod: Expectation of a product of powers of Normal or T random...
mode2g: Moment and inverse moment prior elicitation.
modelSelection: Bayesian variable selection for linear models via non-local...
postProb: Obtain posterior model probabilities
rnlp: Posterior sampling for Non-Local Priors
See all...

All man pages Function index File listing

Man pages

bbPrior: Priors on model space for variable selection problems
dalapl: Density and random draws from the asymmetric Laplace...
dmom: Moment prior and inverse moment prior.
eprod: Expectation of a product of powers of Normal or T random...
hald: Hald Data
mode2g: Moment and inverse moment prior elicitation.
modelSelection: Bayesian variable selection for linear models via non-local...
mombf: Moment and inverse moment Bayes factors for linear models.
momknown: Bayes factors for moment, inverse moment and Zellner-Siow...
msfit-class: Class "msfit"
msPriorSpec-class: Class "msPriorSpec"
nlpMarginals: Marginal density of the observed data for linear regression...
pmomLM: Bayesian variable selection and model averaging for linear...
postModeOrtho: Bayesian model selection and averaging under block-diagonal...
postProb: Obtain posterior model probabilities
rnlp: Posterior sampling for Non-Local Priors

Functions

MHTheta1emom Source code
MHTheta1pmom Source code
MHTheta1zellner Source code
bbPrior Man page Source code
bbPriorTrunc Source code
binomPrior Man page Source code
blocksearch Source code
blockuscores Source code
coolblock Source code
dTmix2comp Source code
dalapl Man page Source code
demom Man page
demom,data.frame-method Man page
demom,matrix-method Man page
demom,vector-method Man page
demom-methods Man page
demomgrad Source code
demomhess Source code
demomiggrad Source code
demomighess Source code
dimom Man page Source code
dimomgrad Source code
dimomhess Source code
dimomiggrad Source code
dimomighess Source code
dmom Man page Source code
dmomgrad Source code
dmomhess Source code
dmomiggrad Source code
dmomighess Source code
dqimom Source code
dqmom Source code
emomIntegralApprox Source code
emomLM Man page Source code
emomMargKuniv Source code
emomPM Man page Source code
emomprior Man page Source code
enumblock Source code
eprod Man page Source code
femomNeg Source code Source code
fimomNeg Source code
fimomUNeg Source code
fmomNeg Source code
fpemomNeg Source code Source code
fpimomNeg Source code
fpmomNeg Source code
fppemomNeg Source code Source code
fppimomNeg Source code
fppimomUNeg Source code
fppmomNeg Source code
g2mode Man page Source code
greedyGLM Source code
greedymodelSelectionR Source code
hald Man page
igprior Man page Source code Source code
imomIntegralApprox Source code
imomModeK Source code
imomModeU Source code
imomUIntegralApprox Source code
imomUIntegralApproxOld Source code
imombf Man page Source code
imombf.lm Man page Source code
imomknown Man page Source code
imomprior Man page Source code
imomunknown Man page Source code
initKmeans Source code
int.simpson2 Source code
is.msPriorSpec Source code
jointPhiyMOMBlockDiag Source code
jointPhiyMOMOrtho Source code
jointPhiyZellnerBlockDiag Source code
jointPhiyZellnerOrtho Source code
jointppMomKnownBlockDiag Source code
jointppMomKnownOrtho Source code
lbesselK Source code
logPL Source code
logPLSingle Source code
margppMOMKnownBlockDiag Source code
margppMomKnownOrtho Source code
margppZellnerKnownBlockDiag Source code
margppZellnerKnownOrtho Source code
mgfInvChisq Source code
mgfInvGamma Source code
mode2g Man page Source code
modelSelection Man page Source code
modelSelectionR Source code
modelbbprior Man page Source code
modelbinomprior Man page Source code
modelsearchBlockDiag Man page Source code
modelselBIC Source code
modelunifprior Man page Source code
momPolyCoef Source code
mombf Man page Source code
mombf.lm Man page Source code
momknown Man page Source code
momprior Man page Source code
momunknown Man page Source code
msPriorSpec Man page Source code
msPriorSpec-class Man page
msfit Man page
msfit-class Man page
myrmvnorm Source code
nlpMarginal Man page Source code
nlpMarginalAlapl Source code
nlpMarginalSkewnorm Source code
nlpmarginals Man page
palapl Man page Source code
pemom Man page Source code
pemomIntegralApproxR Source code
pemomMarginalKR Source code
pemomMarginalU Source code
pemomMarginalUR Source code
pimom Man page Source code
pimomCoxMarginalR Source code
pimomMarginalK Man page Source code
pimomMarginalKR Source code
pimomMarginalU Man page Source code
pimomMarginalUR Source code
pmom Man page Source code
pmomCoxMarginalR Source code
pmomIntegralApproxR Source code
pmomLM Man page Source code
pmomLMR Source code
pmomMargKuniv Source code
pmomMarginalK Man page Source code
pmomMarginalKR Source code
pmomMarginalU Man page Source code
pmomMarginalUR Source code
pmomPM Man page Source code
pmomPMR Source code
postMode Source code
postModeBlockDiag Man page Source code
postModeOrtho Man page Source code
postPhiemom Source code
postPhiemomApprox Source code
postProb Man page
postProb,msfit-method Man page
postProb-methods Man page
pplPM Man page Source code
pplProbit Source code
ppmodel Man page Source code
priorp2g Man page Source code
proposaleMOM Source code
proposalpmom Source code
qimom Man page Source code
qmom Man page Source code
rTmix2comp Source code
ralapl Man page Source code
rnlp Man page
rnlp,ANY,matrix,missing,missing,missing-method Man page
rnlp,ANY,matrix,missing,missing,msfit-method Man page
rnlp,missing,missing,numeric,matrix,missing-method Man page
rnlp-methods Man page
rtmvnorm Source code
rtmvnormProd Source code
rtnorm Source code
show,msfit-method Man page
simPhiemom Source code
simPhipmom Source code
simTaupmom Source code
simTheta2 Source code
spectralClus Source code
unifPrior Man page Source code
unifPriorTrunc Source code
uscore Source code
valid_msPriorSpec Source code
x.hald Man page
y.hald Man page
zbfknown Man page Source code
zbfunknown Man page Source code
zellnerMargKuniv Source code
zellnerMarginalK Source code
zellnerMarginalKR Source code
zellnerMarginalU Source code
zellnerMarginalUR Source code
zellnerPM Source code
zellnerbf Man page Source code
zellnerbf.knownsig Source code
zellnerbf.lm Man page Source code
zellnerbf.unknownsig Source code
zellnerprior Man page Source code

Files

ChangeLog
DESCRIPTION
INDEX
NAMESPACE
R
R/AllClasses.R
R/AllGenerics.R
R/alapl.R
R/bms_ortho.R
R/cox.R
R/derivatives_nlps.R
R/dmom.R
R/emomLM.R
R/greedyGLM.R
R/modelSelection.R
R/modelsearch.R
R/mombf.R
R/msPriorSpec.R
R/nlpMarginal.R
R/pmomLM.R
R/pmomPM.R
R/postMode.R
R/pplProbit.R
R/ppmodel.R
R/rmom.R
R/zellnerLM.R
build
build/vignette.rds
data
data/hald.rda
inst
inst/doc
inst/doc/mombf.R
inst/doc/mombf.Rnw
inst/doc/mombf.pdf
man
man/bbPrior.Rd
man/dalapl.Rd
man/dmom.Rd
man/eprod.Rd
man/hald.Rd
man/mode2g.Rd
man/modelSelection.Rd
man/mombf.Rd
man/momknown.Rd
man/msPriorSpec-class.Rd
man/msfit-class.Rd
man/nlpMarginals.Rd
man/pmomLM.Rd
man/postModeOrtho.Rd
man/postProb.Rd
man/rnlp.Rd
src
src/Makevars
src/Polynomial.cpp
src/Polynomial.h
src/PolynomialRootFinder.cpp
src/PolynomialRootFinder.h
src/cstat.cpp
src/cstat.h
src/do_mombf.h
src/modelSel.cpp
src/modelSel.h
src/modselIntegrals.cpp
src/modselIntegrals.h
vignettes
vignettes/mombf.Rnw
vignettes/references.bib
mombf documentation built on May 21, 2017, 1:14 a.m.

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