MRSP: Multinomial Response Models with Structured Penalties

Fits regularized multinomial response models using penalized loglikelihood methods with structured penalty terms.

AuthorWolfgang Poessnecker
Date of publication2014-12-09 16:11:35
MaintainerWolfgang Poessnecker <wolfgang.poessnecker@stat.uni-muenchen.de>
LicenseGPL (>= 2)
Version0.4.3

View on CRAN

Functions

AIC,MRSP-method Man page
BIC,MRSP-method Man page
bootstrap Man page
bootstrap,MRSP-method Man page
Brier Man page
Brier,matrix-method Man page
coef,MRSP-method Man page
coef,MRSP-method Man page
colPsplinetreshnonex Man page
colPsplinetreshrefx Man page
colPsplinetreshsymx Man page
constrfun Man page
correctfun Man page
createResponse Man page
createResponse,MRSP.coef-method Man page
CUBbinomiallogit Man page
cv Man page
cv,MRSP.list-method Man page
cv,MRSP-method Man page
evalh Man page
extract Man page
extract,MRSP.list-method Man page
extract,MRSP-method Man page
fista Man page
fista.control Man page
fista.control-class Man page
fistaProximal Man page
fistaProximal.MRSP Man page
fistaProximal.MRSP.cmpd Man page
fistaProximal,MRSP.coef-method Man page
fitted,MRSP-method Man page
FPR.FNR Man page
FPR.FNR,MRSP.sim-method Man page
FPR.FNR.MRSP.workhorse Man page
getCall,MRSP.list-method Man page
getCall,MRSP-method Man page
getlambdamax Man page
getmlfit Man page
getpenweights Man page
l2norm Man page
l2norminv Man page
l2norminv.x Man page
l2normraw Man page
l2norm.x Man page
l2project Man page
lassoC Man page
lextract Man page
lmaxproject Man page
log1pexp Man page
logLik,MRSP-method Man page
log_row_sums Man page
lossapprox Man page
lossapprox,ANY,ANY,list-method Man page
lossapprox,ANY,ANY,MRSP.coef-method Man page
maxRow Man page
modelmatrix.MRSP Man page
MRSP Man page
MRSP,ANY-method Man page
MRSP.bootstrap-class Man page
MRSP-class Man page
MRSP.coef-class Man page
MRSP.control Man page
MRSP.control-class Man page
MRSP.cv-class Man page
MRSP.fit Man page
MRSP.fit,ANY,ANY,ANY,ANY,ANY,ANY,ANY,ANY,list-method Man page
MRSP.fit,ANY,ANY,ANY,ANY,ANY,ANY,ANY,ANY,missing-method Man page
MRSP.fit,ANY,ANY,ANY,ANY,ANY,ANY,ANY,ANY,numeric-method Man page
MRSP.list-class Man page
MRSP.model Man page
MRSP.model-class Man page
MRSP.se-class Man page
MRSP.sim-class Man page
MRSPwelcomemessage Man page
MSE Man page
MSE,MRSP.coef-method Man page
MSE,MRSP.sim-method Man page
multinomlogit Man page
multinom.simcoef Man page
multinom.simdata Man page
n.knots Man page
nobs,MRSP-method Man page
OLSreg Man page
penalty Man page
penalty.MRSP Man page
penalty.MRSP.cmpd Man page
penalty,MRSP.coef-method Man page
plot,MRSP.list-method Man page
predict,MRSP-method Man page
proxfunGbridge Man page
proximterm Man page
proximterm,list-method Man page
proximterm,MRSP.coef-method Man page
Psplinetreshnonex Man page
Psplinetreshrefx Man page
Psplinetreshsymx Man page
pval Man page
pval,MRSP-method Man page
refit Man page
refit,MRSP,list-method Man page
refit,MRSP.list,missing-method Man page
refit,MRSP,missing-method Man page
residuals,MRSP-method Man page
rowCumprod Man page
rowCumsum Man page
rowFLtreshnonex Man page
rowL2norm Man page
rowL2norminv Man page
rowL2normraw Man page
se Man page
select Man page
select,MRSP.list-method Man page
se,MRSP-method Man page
sequentiallogit Man page
show,MRSP.coef-method Man page
show,MRSP.list-method Man page
show,MRSP-method Man page
simulation Man page
simulation,MRSP.coef-method Man page
spectralnorm Man page
spFGLtreshnonex Man page
spFGLtreshsymx Man page
SPG Man page
spGFLtreshnonex Man page
SPG,list-method Man page
SPG.MRSP Man page
SPG.MRSP.cmpd Man page
SPG,MRSP.coef-method Man page
SPGsmoothpen Man page
SPGsmoothpen,list-method Man page
SPGsmoothpen.MRSP Man page
SPGsmoothpen.MRSP.cmpd Man page
SPGsmoothpen,MRSP.coef-method Man page
sptreshcs Man page
sptreshnonex Man page
sptreshrefx Man page
sptreshsymx Man page
summary.MRSP Man page
summary,MRSP-method Man page
symfun Man page
TravelMode Man page
treshcs Man page
treshg Man page
treshlcs Man page
treshlnonex Man page
treshlrefx Man page
treshlsymx Man page
treshmean Man page
treshnonex Man page
treshrefx Man page
treshsymx Man page
updateEta Man page
updateEta,ANY,MRSP.coef-method Man page
update,MRSP.list-method Man page
updatePenweights Man page
updatePenweights,ANY,MRSP.coef-method Man page
useSPG Man page
useSPG,list-method Man page
useSPG,MRSP.coef-method Man page
v.allequal Man page
which.max.cv Man page
which.max.cv,numeric-method Man page
which.min.cv Man page
which.min.cv,numeric-method Man page
yseqlog.constructor Man page

Files

MRSP
MRSP/inst
MRSP/inst/CITATION
MRSP/src
MRSP/src/mlsp.c
MRSP/src/mlsp.h
MRSP/NAMESPACE
MRSP/data
MRSP/data/TravelMode.rda
MRSP/R
MRSP/R/MRSP-formula-2.r
MRSP/R/MRSP-family-23.r
MRSP/R/FISTA-generics-2.r
MRSP/R/MRSP-prespecifier.r
MRSP/R/MRSP-3.r
MRSP/R/MRSP-fit-39.r
MRSP/R/FISTA-27.r
MRSP/R/MRSP-cfunctions-2.r
MRSP/R/zzz.r
MRSP/R/MRSP-fista-7.r
MRSP/R/MRSP-helpers-21.r
MRSP/R/FISTA-classes-3.r
MRSP/R/MRSP-methods-15.r
MRSP/R/MRSP-classes-7.r
MRSP/MD5
MRSP/DESCRIPTION
MRSP/man
MRSP/man/MRSP.list-class.Rd MRSP/man/MRSP-class.Rd MRSP/man/MRSP-internal.Rd MRSP/man/MRSP.fit.Rd MRSP/man/MRSP.Rd MRSP/man/TravelMode.Rd MRSP/man/coef.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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