robustloggamma: Robust Estimation of the Generalized log Gamma Model
Version 1.0-2

Robust estimation of the generalized log gamma model is provided using Quantile Tau estimator, Weighted Likelihood estimator and Truncated Maximum Likelihood estimator. Functions for regression and censored data are also available.

Browse man pages Browse package API and functions Browse package files

AuthorClaudio Agostinelli <claudio.agostinelli@unitn.it>, Alfio Marazzi <Alfio.Marazzi@chuv.ch>, Victor Yohai <vyohai@uolsinectis.com.ar> and Alex Randriamiharisoa <Alex.Randriamiharisoa@chuv.ch>
Date of publication2016-05-17 00:48:06
MaintainerClaudio Agostinelli <claudio.agostinelli@unitn.it>
LicenseGPL (>= 2)
Version1.0-2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("robustloggamma")

Man pages

alcoa: Quality assurance measurement on aluminium.
drg2000: Length of stay, cost and AP-DRG for several hospital in...
loggammacenslmrob: Robust estimation of an Accelerated Failure Time model with...
loggammacensrob: Robust estimation of the three parameters extended Log Gamma...
LogGammaDist: The Extended Log Gamma Distribution
loggammarob: Robust estimation of the three parameters extended Log Gamma...
loggammarob.control: Tuning parameters for loggammarob
loggammarob.test: Robust inference for the generalized loggamma model.
loggammarob.wilks: Robust Wilks test for generalized log gamma model.
sqrtloggamma: A reparametrization for the sigma parameter in loggamma...
summary.loggammarob: Summary Method for '"loggammarob"' Objects

Functions

ACOV.ML.loggamma Source code
AVAR.ML.eta.loggamma Source code
AVAR.ML.quantile.loggamma Source code
BtamatG Source code
CandidateG Source code
ChiSG Source code
ChiSMM Source code
Discr Source code
Disparity.WML.loggamma Source code
Eta.LG Source code
Exp.Jacobian.cens Source code
Exp.Jacobian.cens.reg Source code
Exp.Jacobian.full Source code
Exp.Jacobian.full.reg Source code
Exp.response Source code
Exp.response1 Source code
Exp.response2 Source code
Exp.response3 Source code
F0.loggamma Source code
F2dab Source code
FnsemiGLG Source code
Fxdsig.loggamma Source code
IRLStauW Source code
J.Quant0 Source code
J.trovazero0 Source code
JAC.TML.loggamma Source code
Jacobian.cens Source code
Jacobian.cens.r Source code
Jacobian.full Source code
Jacobian.full.r Source code
JacobianA Source code
JacobianAall Source code
JacobianB Source code
JacobianBall Source code
JacobianGA Source code
JacobianGAall Source code
JacobianGB Source code
JacobianGBall Source code
KM Source code Source code
KpMrG Source code
L1 Source code
L2 Source code
L3 Source code
L4 Source code
L5 Source code
LL1 Source code
LL2 Source code
LL3 Source code
LL4 Source code
LL5 Source code
LogGammaDist Man page
MChi Source code
MMest Source code
MMobj Source code
MscaleW Source code Source code
Nwtlam.loggamma Source code
Nwtsig.loggamma Source code
PsiSG Source code
QMatrix.LG Source code
QRsolve Source code
QnsemiGLG Source code
R1 Source code
R2 Source code
R3 Source code
R4 Source code
R5 Source code
RappLG Source code
Refeqn1NP Source code
Refeqn2NP Source code
RefineSNP Source code
Refopt1NP Source code
RegtauW Source code
ResExpG Source code
ResExpNP Source code
Rgflam.loggamma Source code
Rgfsig.loggamma Source code
SChiKM Source code
SPsiKM Source code
SemiQuant Source code
SuKM Source code
SurvQuant Source code
TML.Ave2LG.lambda Source code
TML.Ave2LG.sigma Source code
TMLCensloggammaCutoff Source code
TMLCensloggammaCutoff.control Source code
TMLCensloggammaWeights Source code Source code
TMLCensloggammaWeights.control Source code Source code
TMLjac11.LG Source code
TMLjac12.LG Source code
TMLjac13.LG Source code
TMLjac21.LG Source code
TMLjac22.LG Source code
TMLjac23.LG Source code
TMLjac31.LG Source code
TMLjac32.LG Source code
TMLjac33.LG Source code
TMLjac33.LG.0 Source code
TMLone.loggamma Source code
TauscaleW Source code Source code
Uscore.cens Source code
Uscore.cens.r Source code
Uscore.full Source code
Uscore.full.r Source code
UscoreA Source code
UscoreB Source code
UscoreGA Source code
UscoreGB Source code
VAR.cens.eta.loggamma Source code
VAR.cens.quantile.loggamma Source code
VCOV.TMLoneCensloggamma Source code
VCOV.TMLoneCensloggammareg Source code
VCOV.WLoneCensloggamma.empJ Source code
VCOV.WLoneCensloggamma.expJ Source code
VCOV.WLoneCensloggammareg.empJ Source code
VCOV.WMLCensloggamma Source code
VCOV.WMLCensloggammareg Source code
WLoneCensloggamma.empJ Source code
WLoneCensloggamma.expJ Source code
WLoneCensloggammareg.empJ Source code
WLoneCensloggammareg.expJ Source code
WML.loggamma Source code
WMLCensloggammaWeights Source code
WMLCensloggammaWeights.control Source code
WMLone.loggamma Source code
WMLone.reparam.loggamma Source code
WQtau Source code
WQtauCens Source code
WQtauboot Source code
adapt.CutoffLG Source code
adapt.cutoff.loggamma.cens Source code
adaptCutoff.loggamma Source code
adaptCutoff_d.loggamma Source code
alcoa Man page
avareta Source code
avarlambda Source code
avarmu Source code
avarscale Source code
avarshape Source code
csiLG Source code
csiLG.dot Source code
csiLG.prime Source code
d.FL Source code
d.FL.1 Source code
d.Q1 Source code
d.Q2 Source code
d.Q3 Source code
d.fL Source code
d.fL.aux Source code
d2.FL Source code
d2.FL.aux Source code
dersig.csiLG Source code
dersig.fp.over.f.loggamma Source code
dloggamma Man page Source code
drg2000 Man page
eta1 Source code
eta1.lambda Source code
eta1.lambdaf Source code
eta1.mu Source code
eta1.muf Source code
eta1.sigma Source code
eta1.sigmaf Source code
eta11f Source code
eta12f Source code
eta13f Source code
eta1f Source code
eta2 Source code
eta2.lambda Source code
eta2.lambdaf Source code
eta2.mu Source code
eta2.muf Source code
eta2.sigma Source code
eta2.sigmaf Source code
eta22f Source code
eta23f Source code
eta2f Source code
eta3 Source code
eta3.lambda Source code
eta3.lambdaf Source code
eta3.mu Source code
eta3.muf Source code
eta3.sigma Source code
eta3.sigmaf Source code
eta33f Source code
eta3f Source code
fast.adapt.CutoffLG Source code
fp.over.f.loggamma Source code
int7 Source code
intg3 Source code
intg4 Source code
intg6 Source code
intgpsiLG Source code
intgpsiLG2 Source code
intgpsiLGd Source code
kpmr Source code
l.score.loggamma Source code
lam.mleqn.loggamma Source code
ld.score.loggamma Source code
lmrob.leverages Source code
loggamma.loglik Source code
loggamma.loglikreg Source code
loggammacenslmrob Man page Source code
loggammacenslmrob.ML Source code
loggammacenslmrob.MM Source code
loggammacenslmrob.MM.control Source code
loggammacenslmrob.S Source code
loggammacenslmrob.S.control Source code
loggammacenslmrob.TQTau Source code
loggammacenslmrob.TWQTau Source code
loggammacenslmrob.fit Source code
loggammacenslmrob.oneTML Source code
loggammacenslmrob.oneWL Source code
loggammacensrob Man page Source code
loggammacensrob.ML Source code
loggammacensrob.TQTau Source code
loggammacensrob.TWQTau Source code
loggammacensrob.oneTML Source code
loggammacensrob.oneWL Source code
loggammarob Man page Source code
loggammarob.ML Source code
loggammarob.QTau Source code
loggammarob.WL Source code
loggammarob.WQTau Source code
loggammarob.control Man page Source code
loggammarob.oneWL Source code
loggammarob.test Man page Source code
loggammarob.wilks Man page
mle.gamma Source code
nobs.loggammacenslmrob Source code
p.loggamma Source code
pesi Source code
phiLG Source code
phiLG.dot Source code
phiLG.prime Source code
ploggamma Man page Source code
print.loggammacenslmrob Source code
print.loggammarob Man page Source code
print.summary.loggammacenslmrob Source code
print.summary.loggammacensrob Source code
print.summary.loggammarob Man page Source code
psiBW Source code Source code
psiLG Source code
psiLG.aux Source code
psiLG.dot Source code
psiLG.dot.aux Source code
psiLG.prime Source code
pspBW Source code Source code
qloggamma Man page Source code
regfal Source code
rho.loggamma Source code
rho.weightsHD Source code
rhoBW Source code Source code
rhoBWdnorm Source code Source code
rhsHD Source code
rloggamma Man page Source code
sigma.mleqn.loggamma Source code
solverho.loggamma.eqn Source code
sqrtloggamma Man page
summary.loggammacenslmrob Source code
summary.loggammacensrob Source code
summary.loggammarob Man page Source code
tdloggamma Source code
tploggamma Source code
tqloggamma Source code
tutl.loggamma Source code
two2logthree Source code
weights.loggamma Source code
weightsCensloggamma Source code
weightsHD Source code

Files

inst
inst/COPYRIGHT
inst/CITATION
tests
tests/QTau-savedvalues.R
tests/loggammarob.QTau.R
tests/oneWLregemp-savedvalues.R
tests/loggammarob.WQTau.R
tests/loggammacenslmrob.MM.R
tests/loggammacenslmrob.S.R
tests/oneWL-savedvalues.R
tests/WL-savedvalues.R
tests/oneWLemp-savedvalues.R
tests/loggammacensrob.oneWL.R
tests/MLcens-savedvalues.R
tests/loggammacensrob.TQTatu.R
tests/loggammacenslmrob.ML.R
tests/WQTau-savedvalues.R
tests/loggammarob.WL.R
tests/loggammacensrob.ML.R
tests/oneWLexp-savedvalues.R
tests/MMnpcensreg-savedvalues.R
tests/Snpcensreg-savedvalues.R
tests/oneTMLemp-savedvalues.R
tests/MLcensreg-savedvalues.R
tests/loggammacensrob.oneTML.R
tests/sumWL-savedvalues.R
tests/TWQ-savedvalues.R
tests/sumoneWL-savedvalues.R
tests/TWQTau-savedvalues.R
tests/loggammacensrob.TWQTatu.R
tests/loggammarob.oneWL.R
tests/oneTMLregemp-savedvalues.R
tests/loggammacenslmrob.oneWL.R
tests/TQTau-savedvalues.R
tests/loggammacenslmrob.oneTML.R
src
src/FnsemiGLG.f
src/random.c
src/SPsiKM.f
src/QnsemiGLG.f
src/ploggamma.f
src/regtau.f
src/wrapper.c
NAMESPACE
data
data/alcoa.rda
data/sqrtloggamma.rda
data/drg2000.rda
R
R/RegtauW.f.R
R/loggammacenslmrob.MM.R
R/mle.gamma.R
R/loggammacenslmrob.S.R
R/to.double.R
R/QnsemiGLG.R
R/MLfunctions.R
R/ScoresAndDerivatives.R
R/BiWeights.R
R/loggammacensrob.oneWL.R
R/ScoreAndDerivativesCensored.R
R/rimtrf.R
R/to.integer.R
R/loggammacenslmrob.TWQTau.R
R/Regfal.R
R/to.single.R
R/loggammacensrob.TQTau.R
R/loggammacenslmrob.ML.R
R/WLfunctions.R
R/TMLcutoff.R
R/Jacobinas.R
R/loggammacensrob.ML.R
R/wilkstest.R
R/to.character.R
R/FunctionsNP.R
R/riclls.R
R/FnsemiGLG.R
R/Qtaufunctions.R
R/loggammacensrob.oneTML.R
R/loggammacenslmrob.R
R/Bootstrap.R
R/LimitsFunctions.R
R/TMLfunctions.R
R/WQtauCens.R
R/loggammacensrob.TWQTau.R
R/TMLoneJacEta.R
R/Regtau.f.R
R/ACOV.R
R/loggammarob.R
R/two2logthree.R
R/loggammacenslmrob.TQTau.R
R/TMLoneCens.R
R/Quantile.R
R/zzz.R
R/Eta.R
R/loggammacenslmrob.oneWL.R
R/loggammacensrob.R
R/loggammacenslmrob.oneTML.R
MD5
README
DESCRIPTION
man
man/loggammarob.wilks.Rd
man/loggammarob.test.Rd
man/summary.loggammarob.Rd
man/loggammarob.Rd
man/alcoa.Rd
man/loggammacensrob.Rd
man/LogGammaDist.Rd
man/drg2000.Rd
man/sqrtloggamma.Rd
man/loggammacenslmrob.Rd
man/loggammarob.control.Rd
robustloggamma documentation built on May 19, 2017, 9:53 p.m.