robust: Port of the S+ "Robust Library"
Version 0.4-18

Methods for robust statistics, a state of the art in the early 2000s, notably for robust regression and robust multivariate analysis.

AuthorJiahui Wang, Ruben Zamar <ruben@stat.ubc.ca>, Alfio Marazzi <Alfio.Marazzi@inst.hospvd.ch>, Victor Yohai <vyohai@dm.uba.ar>, Matias Salibian-Barrera <matias@stat.ubc.ca>, Ricardo Maronna <maron@mate.unlp.edu.ar>, Eric Zivot <ezivot@u.washington.edu>, David Rocke <dmrocke@ucdavis.edu>, Doug Martin, Martin Maechler <maechler@stat.math.ethz.ch>, Kjell Konis <kjell.konis@me.com>.
Date of publication2017-04-27 17:21:05 UTC
MaintainerKjell Konis <kjell.konis@me.com>
LicenseGPL-2
Version0.4-18
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("robust")

Popular man pages

covRob: Robust Covariance/Correlation Matrix Estimation
ddPlot.covfm: Distance - Distance Plot
distancePlot.covfm: Side-by-Side Mahalanobis Distance Plot
fitdstn: Maximum-likelihood Fitting of Univariate Distributions
glmRob.cubif: Robust GLM CUBIF Fitter
plot.covfm: Plot Method
step.lmRob: Build a Model in a Stepwise Fashion
See all...

All man pages Function index File listing

Man pages

anova.glmRob: ANOVA for Robust Generalized Linear Model Fits
anova.lmRob: ANOVA for Robust Linear Model Fits
breslow.dat: Breslow Data
covClassic: Classical Covariance Estimation
covRob: Robust Covariance/Correlation Matrix Estimation
covRob.control: Control Parameters for Robust Covariance Estimation
ddPlot.covfm: Distance - Distance Plot
distancePlot.covfm: Side-by-Side Mahalanobis Distance Plot
drop1.lmRob: Compute an Anova Object by Dropping Terms
ellipsesPlot.covfm: Ellipses Plot - Visual Correlation Matrix Comparison
fitdstn: Maximum-likelihood Fitting of Univariate Distributions
fitdstnRob: Robust Fitting of Univariate Distributions
gammaRob: Robust Estimation of Gamma Distribution Parameters
gammaRob.control: Control Parameters for gammaRob
gen.data: Generate Data With Contamination
glmRob: Fit a Robust Generalized Linear Model
glmRob.control: glmRob Control Parameters
glmRob.cubif: Robust GLM CUBIF Fitter
glmRob.cubif.control: Control Parameters for the Bounded Influence Robust GLM...
glmRob.mallows: Mallows Type Estimator
glmRob.mallows.control: Control for Mallows-type Robust GLM Estimator
glmRob.misclass: Consistent Misclassification Estimator
glmRob.misclass.control: Control for Misclassification Robust GLM Estimator
glmRob.object: Robust Generalized Linear Model Fit
leuk.dat: Leuk Data
lmRob: High Breakdown and High Efficiency Robust Linear Regression
lmRob.control: Control Parameters for Robust Linear Regression
lmRob.fit: Robust Fitter Functions for Linear Models
lmRob.fit.compute: Fit a Robust Linear Model
lmRob.object: Robust Linear Model Objects
lmRob.RFPE: Robust Final Prediction Errors
lognormRob: Robust Estimation of Lognormal Distribution Parameters
lognormRob.control: Control Parameters for lognormRob
lsRobTest: Bias Test for Least-Squares Regression Estimates
mallows.dat: Mallows Data
OverlaidDenPlot.fdfm: Overlaid Density Plot
plot.covfm: Plot Method
plot.fdfm: fdfm Plot Method
plot.glmRob: Diagnostic Regression Plots
plot.lmRob: Diagnostic Regression Plots
predict.glmRob: Predict Method for Robust Generalized Linear Model Fits
predict.lmRob: Use predict() on an lmRob Object
qqPlot.fdfm: Comparison Quantile-Quantile Plot
rb.lmRob: Robust Bootstrap Standard Errors
residuals.glmRob: Residuals Methods for glmRob Objects
screePlot.covfm: Comparison Screeplot
stack.dat: Brownlee's Stack-Loss Data
step.lmRob: Build a Model in a Stepwise Fashion
summary.covfm: Summary Method
summary.glmRob: Summarizing Robust Generalized Linear Model Fits
summary.lmRob: Summarizing Robust Linear Model Fits
test.lmRob: Various Tests of Robust Regression Estimates
update.lmRob: Update an lmRob Model Object
weibullRob: Robust Estimation of Weibull Distribution Parameters
weibullRob.control: Control Parameters for weibullRob
weight.funs: Weight Functions Psi, Rho, Chi
woodmod.dat: Modified Wood Data

Functions

S.G.l Source code
S.G.lw Source code
S.G.n Source code
S.G.w Source code
S.G2.g Source code
S.G2.l Source code
S.G2.n Source code
S.G2.w Source code
S.Intlgam Source code
S.K.l Source code
S.K.lw Source code
S.K1.l Source code
S.K2.g Source code
S.K2.l Source code
S.K2.w Source code
S.Theta.gamma Source code
S.Theta.lnorm Source code
S.Theta.weibull Source code
S.digama Source code
S.dlweib Source code
S.ingama Source code
S.qad1.g Source code
S.qad1.w Source code
S.quql.g Source code
S.quql.l Source code
S.quql.w Source code
Tab.weibull Source code
Tabgamma Source code
add1.lmRob Source code
anova.glmRob Man page Source code
anova.glmRoblist Man page Source code
anova.lmRob Man page Source code
anova.lmRoblist Man page Source code
breslow.dat Man page
chi.weight Man page Source code
control.mcd Source code
covClassic Man page Source code
covRob Man page Source code
covRob.control Man page Source code
ddPlot.covfm Man page Source code
designMD.glmRob Source code
designMD.glmrob Source code
designMD.lmRob Source code
designMD.lmrob Source code
designMD.rlm Source code
deviance.lm Source code
distancePlot.covfm Man page Source code
drop1.lmRob Man page Source code
ellipsesPlot.covfm Man page Source code
family.glmRob Source code
fitdstn Man page Source code
fitdstnRob Man page Source code
gammaRob Man page Source code
gammaRob.control Man page Source code
gen.data Man page Source code
glmRob Man page Source code
glmRob.Initial.LMS Source code
glmRob.control Man page Source code
glmRob.cubif Man page Source code
glmRob.cubif.Ini Source code
glmRob.cubif.control Man page Source code
glmRob.cubif.null Source code
glmRob.gfedca Source code
glmRob.gicstp Source code
glmRob.gintac Source code
glmRob.glmdev Source code
glmRob.gymain Source code
glmRob.gytstp Source code
glmRob.ktaskw Source code
glmRob.mallows Man page Source code
glmRob.mallows.control Man page Source code
glmRob.misclass Man page Source code
glmRob.misclass.F Source code
glmRob.misclass.G Source code
glmRob.misclass.control Man page Source code
glmRob.misclass.f Source code
glmRob.misclass.g Source code
glmRob.misclass.w Source code
glmRob.object Man page
labels.glmRob Source code
labels.lmRob Source code
leuk.dat Man page
lmRob Man page Source code
lmRob.RFPE Man page Source code
lmRob.const Source code
lmRob.control Man page Source code
lmRob.eff0 Source code
lmRob.effad Source code
lmRob.effvy Source code
lmRob.fit Man page Source code
lmRob.fit.compute Man page Source code
lmRob.lar Source code
lmRob.object Man page
lmRob.ucovcoef Source code
lmRob.wfit Man page Source code
lmRob.wm Source code
lognormRob Man page Source code
lognormRob.control Man page Source code
lsRobTest Man page Source code
mallows.dat Man page
model.frame.glmRob Source code
model.frame.lmRob Source code
model.matrix.glmRob Source code
model.matrix.lmRob Source code
onLoad Source code
overlaidDenPlot.fdfm Man page Source code
plot.covClassic Man page Source code
plot.covRob Man page Source code
plot.covfm Man page Source code
plot.fdfm Man page Source code
plot.fitdstn Source code
plot.glmRob Man page Source code
plot.lmRob Man page Source code
predict.glmRob Man page Source code
predict.lmRob Man page Source code
print.covClassic Source code
print.covRob Source code
print.covfm Source code
print.fdfm Source code
print.fitdstn Source code
print.glmRob Source code Source code
print.lmRob Source code
print.lsRobTest Source code
print.summary.covClassic Source code
print.summary.covRob Source code
print.summary.covfm Source code
print.summary.fitdstnRob Source code
print.summary.glmRob Source code
print.summary.lmRob Source code
psi.weight Man page Source code
psp.weight Man page Source code
qqPlot.fdfm Man page Source code
rb.lmRob Man page Source code
residuals.glmRob Man page Source code Source code
residuals.lmRob Source code
rho.weight Man page Source code
robMD2 Source code
s.logistic.misclass.fit Source code
screePlot.covfm Man page Source code
stack.dat Man page
step.lmRob Man page Source code
summary.covClassic Man page Source code
summary.covRob Man page Source code
summary.covfm Man page Source code
summary.fdfm Source code
summary.fitdstn Source code
summary.glmRob Man page Source code
summary.lmRob Man page Source code
test.lmRob Man page Source code
update.lmRob Man page Source code
weibullRob Man page Source code
weibullRob.control Man page Source code
woodmod.dat Man page
wt.carroll Source code
wt.huber Source code

Files

inst
inst/COPYRIGHTS
inst/tests_S
inst/tests_S/princomprob.t
inst/tests_S/plots.lmrob.t
inst/tests_S/plots.glmrob.t
inst/tests_S/asymmetric.t
inst/tests_S/covm.t
inst/tests_S/plots.wblrob.t
inst/tests_S/lmrob.t
inst/tests_S/plots.aovrob.t
inst/tests_S/discrob.t
inst/tests_S/glmrob.t
inst/tests_S/plots.princomprob.t
inst/tests_S/plots.covrob.t
inst/datasets
inst/datasets/wagner.q
inst/datasets/lawson.tab
tests
tests/Examples
tests/Examples/robust-Ex.Rout.save
tests/Run-tests.R
tests/weight-tst.R
src
src/mmprnt.c
src/Makevars
src/glmrob.f
src/lmrobml.f
src/lmrobmm.f
src/wblrob.f
src/lmrobfs.f
src/gamrob.f
src/rb.c
src/compatibility.c
src/tdmean.f
src/tmlfor.f
src/robust.h
src/lmrobbi.f
NAMESPACE
data
data/stack.dat.txt.gz
data/mallows.dat.txt.gz
data/breslow.dat.txt.gz
data/leuk.dat.txt.gz
data/woodmod.dat.txt.gz
R
R/lmRob.fit.compute.q
R/glmRob.cubif.q
R/print.covRob.q
R/glmRob.gymain.q
R/lognormRob.q
R/glmRob.gicstp.q
R/update.lmRob.q
R/glmRob.glmdev.q
R/lmRob.lar.q
R/summary.glmRob.q
R/anova.glmRoblist.q
R/print.summary.covMLE.q
R/gen.data.q
R/glmRob.gytstp.q
R/print.fitdstn.q
R/gammaRob.q
R/print.summary.covRob.q
R/lognormRob.control.q
R/glm.methods.q
R/lmRob.fit.q
R/lmRob.effad.q
R/print.covfm.q
R/glmRob.cubif.control.q
R/lm.methods.q
R/fitdstnRob.q
R/print.glmRob.q
R/lmRob.q
R/screePlot.covfm.q
R/wt.carroll.q
R/distancePlot.covfm.q
R/lmRob.control.q
R/anova.lmRob.q
R/lmRob.wm.q
R/summary.fitdstn.q
R/covClassic.q
R/lmRob.ucovcoef.q
R/predict.glmRob.q
R/glmRob.cubif.null.q
R/summary.covRob.q
R/fitdstnRob.auxiliary.q
R/summary.lmRob.q
R/fitdstn.q
R/plot.glmRob.q
R/plot.fitdstn.q
R/library.q
R/step.lmRob.q
R/drop1.lmRob.q
R/robLev.q
R/plot.covClassic.q
R/print.summary.glmRob.q
R/print.summary.covfm.q
R/s.logistic.misclass.fit.q
R/summary.covClassic.q
R/glmRob.misclass.misc.q
R/covRob.q
R/globalVariables.q
R/glmRob.misclass.control.q
R/gammaRob.control.q
R/lmRob.RFPE.q
R/weight.funs.q
R/glmRob.cubif.Ini.q
R/plot.covfm.q
R/summary.covfm.q
R/glmRob.ktaskw.q
R/glmRob.control.q
R/glmRob.q
R/print.fdfm.q
R/summary.fdfm.q
R/print.covMLE.q
R/glmRob.Initial.LMS.q
R/anova.lmRoblist.q
R/lsRobTest.q
R/test.lmRob.q
R/print.summary.fitdstnRob.q
R/qqPlot.fdfm.q
R/lmRob.effvy.q
R/lmRob.wfit.q
R/ddPlot.covfm.q
R/lmRob.const.q
R/anova.glmRob.q
R/labels.glmRob.q
R/plot.fdfm.q
R/plot.covRob.q
R/predict.lmRob.q
R/labels.lmRob.q
R/rb.lmRob.q
R/weibullRob.q
R/lmRob.eff0.q
R/plot.lmRob.q
R/glmRob.misclass.q
R/glmRob.mallows.q
R/print.summary.lmRob.q
R/covRob.control.q
R/residuals.glmRob.q
R/glmRob.gintac.q
R/glmRob.gfedca.q
R/glmRob.mallows.control.q
R/ellipsesPlot.covfm.q
R/overlaidDenPlot.fdfm.q
R/weibullRob.control.q
MD5
README
DESCRIPTION
man
man/anova.lmRob.Rd
man/glmRob.object.Rd
man/rb.lmRob.Rd
man/lsRobTest.Rd
man/lmRob.Rd
man/glmRob.mallows.control.Rd
man/summary.lmRob.Rd
man/anova.glmRob.Rd
man/mallows.dat.Rd
man/predict.lmRob.Rd
man/drop1.lmRob.Rd
man/gammaRob.control.Rd
man/stack.dat.Rd
man/qqPlot.fdfm.Rd
man/leuk.dat.Rd
man/glmRob.cubif.control.Rd
man/gen.data.Rd
man/lognormRob.control.Rd
man/residuals.glmRob.Rd
man/lmRob.fit.compute.Rd
man/fitdstnRob.Rd
man/screePlot.covfm.Rd
man/glmRob.control.Rd
man/summary.glmRob.Rd
man/lmRob.fit.Rd
man/lognormRob.Rd
man/lmRob.object.Rd
man/plot.glmRob.Rd
man/glmRob.cubif.Rd
man/plot.fdfm.Rd
man/lmRob.control.Rd
man/ellipsesPlot.covfm.Rd
man/plot.lmRob.Rd
man/glmRob.Rd
man/covRob.control.Rd
man/ddPlot.covfm.Rd
man/weibullRob.Rd
man/OverlaidDenPlot.fdfm.Rd
man/weibullRob.control.Rd
man/covRob.Rd
man/fitdstn.Rd
man/woodmod.dat.Rd
man/breslow.dat.Rd
man/test.lmRob.Rd
man/distancePlot.covfm.Rd
man/update.lmRob.Rd
man/weight.funs.Rd
man/lmRob.RFPE.Rd
man/glmRob.misclass.control.Rd
man/step.lmRob.Rd
man/glmRob.misclass.Rd
man/summary.covfm.Rd
man/glmRob.mallows.Rd
man/covClassic.Rd
man/gammaRob.Rd
man/predict.glmRob.Rd
man/plot.covfm.Rd
robust documentation built on May 19, 2017, 4:35 p.m.

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