modelSelection
High-Dimensional Model Selection

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387
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36
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modelSelection: High-Dimensional Model Selection
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API for modelSelection
High-Dimensional Model Selection

Global functions
GGM_rowmargR Source code
Gf.EB.cil Source code
Gf.EP.cil Source code
Of.EB.cil Source code
Of.EP.cil Source code
aic Man page Source code
bbPrior Man page Source code
bestAIC Man page
bestAIC_fast Man page
bestBIC Man page
bestBIC_fast Man page
bestEBIC Man page
bestEBIC_fast Man page
bestIC Man page
bestIC_fast Man page
bfnormmix Man page Source code
bic Man page Source code
biclm Source code
biclogreg Source code
bicprior Man page Source code
binary.id Source code
binomPrior Man page Source code
blocksearch Source code
blockuscores Source code
bspline Source code
bsplineCI Source code
check.input.format Source code
check.parameter.format Source code
check_formula_variables Source code
check_sel_groups Source code
checkargs_IC Source code
checkargs_localnulltest Source code
checkpars_pdmatrix_prob Source code
cil Man page Source code
codeGroupsAndConstraints Source code
coef.cilfit Source code
coef.icfit Source code
coef.localtest Source code
coef.mixturebf Man page Source code
coef.msfit Source code
coef.msfit_ggm Source code
coefByModel Man page
coefByModel,msfit-method Man page
coefByModel-methods Man page
coefall Source code
coefall.icfit Source code
compact.id Source code
confint.icfit Source code
coolblock Source code
createDesign Source code
createDesignLocaltest Source code
cutbasis Source code
cutbasisuniv Source code
dalapl Man page Source code
ddir Man page
decorrelate Source code
defaultmom Source code
defaultpriorConstraints Source code
define_knots_localnulltest Source code
define_localgrid 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
demomigmarg Man page Source code
dimom Man page Source code
dimomgrad Source code
dimomhess Source code
dimomiggrad Source code
dimomighess Source code
diwish Man page Source code
dmom Man page Source code
dmomgrad Source code
dmomhess Source code
dmomiggrad Source code
dmomighess Source code
dmomigmarg Man page Source code
dmomss Source code
dmvnorm_prec Source code
dpostNIW Man page Source code
dpostNIWCommon Source code
dqimom Source code
dqmom Source code
dss Source code
eBayes_em_logit_grad Source code
eBayes_em_logit_hess Source code
eBayes_em_logit_objective Source code
eBayes_fullrank_solve_modifiedlogistic Source code
eBayes_logit_objective Source code
eBayes_mstep Source code
eBayes_mstep_fullrank Source code
eBayes_mstep_init Source code
eBayes_priorelicit Source code
emomprior Man page Source code
enumblock Source code
eprod Man page Source code
eprod_I Source code
estimateLocaleffect Source code
estimateSigma_localtest Source code
estimationPoints Source code
evalSigma_AR1_localtest Source code
evalSigma_MA1_localtest Source code
evalSigma_localtest Source code
expit Source code
exponentialprior Man page Source code
exposureCoef Source code
extractmsIC Source code
family2glm Source code
formatFamily Source code
formatInputdata Source code
format_GGM_samplerPars Source code
formatmsMethod Source code
formatmsPriorsMarg Source code
formatmsPriorsModel Source code
g2mode Source code
gammaprior Source code
getSigmainv Source code
getmodelid Source code
getthinit Source code
glasso_getBIC Source code
glmBIC Source code
glmfamilycode Source code
greedyGLM Source code
greedyVarSelCI Source code
greedymodelSelectionR Source code
grid.opt.mt Source code
groupemomprior Man page Source code
groupimomprior Man page Source code
groupmomprior Man page Source code
groupzellnerprior Man page Source code
hasPostSampling Source code
huge.glasso Source code
hugeglasso Source code
ic Man page Source code
icar_dmatrix Source code
icarplusprior Man page Source code
icfit Man page
icfit-class Man page
icfit.coef Man page
icfit.predict Man page
icfit.summary Man page
icov Man page Source code
igprior Man page Source code Source code
imombf Source code
imombf.lm Source code
imomknown Source code
imomprior Man page Source code
imomunknown Source code
initGGM Source code
initKmeans Source code
initParameters Source code
initialEstimateGGM Source code
inside Source code
is.msPriorSpec Source code
jointPhiyMOMBlockDiag Source code
jointPhiyMOMOrtho Source code
jointPhiyZellnerBlockDiag Source code
jointPhiyZellnerOrtho Source code
jointppMomKnownBlockDiag Source code
jointppMomKnownOrtho Source code
jointppZellnerKnownOrtho Source code
lasso.bic Source code
listmodels Source code
lmgamma Source code
localnulltest Man page Source code
localnulltest_core Source code
localnulltest_fda Man page Source code
localnulltest_fda_givenknots Man page Source code
localnulltest_givenknots Man page Source code
logL_logreg Source code
logL_poisreg Source code
logPL Source code
logPLSingle Source code
logit Source code
marginalLikelihood Man page Source code
marginalLikelihoodCI Source code
marginalNIW Man page
marginalNIW,matrix,missing,missing,missing,missing-method Man page
marginalNIW,matrix,missing,missing,missing,vector-method Man page
marginalNIW,missing,ANY,matrix,numeric,missing-method Man page
marginalNIW,missing,list,list,numeric,missing-method Man page
marginalNIW-methods Man page
marginalNIWCommon Source code
margppMOMKnownBlockDiag Source code
margppMomKnownOrtho Source code
margppZellnerKnownBlockDiag Source code
margppZellnerKnownOrtho Source code
mgfIG Source code
minbeta2tauMOMIGmarg Source code
minbeta2taueMOMIGmarg Source code
mixturebf Man page
mixturebf-class Man page
mode2g Source code
model.pprobs.cil Source code
modelSelection Man page Source code
modelSelectionEnumCI Source code
modelSelectionGGM Man page Source code
modelSelectionGGMC Source code
modelSelectionGGM_eBayes Man page Source code
modelSelectionGGM_globalC Source code
modelSelectionGLM Source code
modelSelectionGeneric_eBayes Source code
modelSelectionGibbsCI Source code
modelSelection_eBayes Man page Source code
modelbbprior Man page Source code
modelbinomprior Man page Source code
modelcomplexprior Man page Source code
modelid2logical Source code
modelsearchBlockDiag Man page Man page Source code
modelselBIC Source code
modelunifprior Man page Source code
momPolyCoef Source code
mombf Source code
mombf.lm Source code
momknown Source code
momprior Man page Source code
momunknown Source code
msPriorSpec Man page Source code
msPriorSpec-class Man page
msfit Man page
msfit-class Man page
msfit.coef Man page
msfit.plot Man page
msfit.predict Man page
msfit_ggm Man page
msfit_ggm-class Man page
msfit_ggm.coef Man page
neighbours_1d Source code
neighbours_multid_cut Source code
neighbours_multid_main Source code
neighbours_multid_tensor Source code
nestedSplines Source code
normalidprior Man page Source code
normalmixGibbsCI Source code
normctNMix Source code
normctNMixEstimate Source code
nselConstraints Source code
palapl Man page Source code
pemom Man page Source code
pemomigmarg Man page Source code
pimom Man page Source code
pimomMarginalKI Source code
pimomMarginalUI Source code
pinc.mt Source code
plot.msfit Source code
plot.msfit_ggm Source code
plot_taylor_approximation Source code
plotprior Man page
plotprior,cilfit-method Man page
plotprior-methods Man page
pmom Man page Source code
pmomCoxMarginalR Source code
pmomMarginalKI Source code
pmomMarginalUI Source code
pmomigmarg Man page Source code
postMode Source code
postModeBlockDiag Source code
postModeOrtho Source code
postProb Man page
postProb,cilfit-method Man page
postProb,localtest-method Man page
postProb,mixturebf-method Man page
postProb,msfit-method Man page
postProb,msfit_ggm-method Man page
postProb-methods Man page
postProblocaltest Source code
postSamples Man page
postSamples,mixturebf-method Man page
postSamples-methods Man page
postmomentsGLM Source code
ppOneEmpty Source code
predict.icfit Source code
predict.localtest Source code
predict.msfit Source code
predictDesign Source code
priorp2g Man page Source code
priorprob_pdmatrix Source code
proportion_visited_models Source code
qimom Man page Source code
qmom Man page Source code
ralapl Man page Source code
randompdmatrix_setpars Source code
randompdmatrix_setpars_extrapolate Source code
regionCoordinates Source code
riwish Source code
rnlp Man page
rnlp,ANY,matrix,missing,missing,missing,character,character-meth Man page
rnlp,ANY,matrix,missing,missing,missing,missing,missing-method Man page
rnlp,ANY,matrix,missing,missing,msfit,missing,missing-method Man page
rnlp,missing,missing,missing,missing,msfit,missing,missing-metho Man page
rnlp,missing,missing,numeric,matrix,missing,missing,missing-meth Man page
rnlp-methods Man page
rnlpCI Source code
rnlpCox Source code
rnlpGLM Source code
rnlpLM Source code
rnlpPostCI_lm Source code
rnorm_truncMultCI Source code
rpostNIW Man page Source code
rtmvnorm Source code
rtmvnormCI Source code
rtmvnormProd Source code
rtmvnormProdCI Source code
rtnorm Source code
setThetaRange Source code
set_ms_maxvars Source code
show,icfit-method Man page
show,mixturebf-method Man page
show,msfit-method Man page
show,msfit_ggm-method Man page
spectralClus Source code
summary.icfit Source code
tensorbspline Source code
testOverlaps Source code
testfunction Source code
testfunctionCI Source code
topmodelnames Source code
uncorrelate_outcome Source code
unifPrior Man page Source code
unstdcoef Source code
uscore Source code
valid_msPriorSpec Source code
zellnerprior Man page Source code
modelSelection documentation built on May 16, 2026, 5:06 p.m.

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