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 17:35:11
MaintainerKjell Konis <kjell.konis@me.com>
LicenseGPL-2
Version0.4-18
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("robust", repos="http://R-Forge.R-project.org")

Popular man pages

anova.glmRob: ANOVA for Robust Generalized Linear Model Fits
anova.lmRob: ANOVA for Robust Linear Model Fits
gammaRob.control: Control Parameters for gammaRob
glmRob.mallows: Mallows Type Estimator
glmRob.object: Robust Generalized Linear Model Fit
lmRob: High Breakdown and High Efficiency Robust Linear Regression
predict.lmRob: Use predict() on an lmRob Object
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

Files

DESCRIPTION
NAMESPACE
R
R/anova.glmRob.q
R/anova.glmRoblist.q
R/anova.lmRob.q
R/anova.lmRoblist.q
R/covClassic.q
R/covRob.control.q
R/covRob.q
R/ddPlot.covfm.q
R/distancePlot.covfm.q
R/drop1.lmRob.q
R/ellipsesPlot.covfm.q
R/fitdstn.q
R/fitdstnRob.auxiliary.q
R/fitdstnRob.q
R/gammaRob.control.q
R/gammaRob.q
R/gen.data.q
R/glm.methods.q
R/glmRob.Initial.LMS.q
R/glmRob.control.q
R/glmRob.cubif.Ini.q
R/glmRob.cubif.control.q
R/glmRob.cubif.null.q
R/glmRob.cubif.q
R/glmRob.gfedca.q
R/glmRob.gicstp.q
R/glmRob.gintac.q
R/glmRob.glmdev.q
R/glmRob.gymain.q
R/glmRob.gytstp.q
R/glmRob.ktaskw.q
R/glmRob.mallows.control.q
R/glmRob.mallows.q
R/glmRob.misclass.control.q
R/glmRob.misclass.misc.q
R/glmRob.misclass.q
R/glmRob.q
R/globalVariables.q
R/labels.glmRob.q
R/labels.lmRob.q
R/library.q
R/lm.methods.q
R/lmRob.RFPE.q
R/lmRob.const.q
R/lmRob.control.q
R/lmRob.eff0.q
R/lmRob.effad.q
R/lmRob.effvy.q
R/lmRob.fit.compute.q
R/lmRob.fit.q
R/lmRob.lar.q
R/lmRob.q
R/lmRob.ucovcoef.q
R/lmRob.wfit.q
R/lmRob.wm.q
R/lognormRob.control.q
R/lognormRob.q
R/lsRobTest.q
R/overlaidDenPlot.fdfm.q
R/plot.covClassic.q
R/plot.covRob.q
R/plot.covfm.q
R/plot.fdfm.q
R/plot.fitdstn.q
R/plot.glmRob.q
R/plot.lmRob.q
R/predict.glmRob.q
R/predict.lmRob.q
R/print.covMLE.q
R/print.covRob.q
R/print.covfm.q
R/print.fdfm.q
R/print.fitdstn.q
R/print.glmRob.q
R/print.summary.covMLE.q
R/print.summary.covRob.q
R/print.summary.covfm.q
R/print.summary.fitdstnRob.q
R/print.summary.glmRob.q
R/print.summary.lmRob.q
R/qqPlot.fdfm.q
R/rb.lmRob.q
R/residuals.glmRob.q
R/robLev.q
R/s.logistic.misclass.fit.q
R/screePlot.covfm.q
R/step.lmRob.q
R/summary.covClassic.q
R/summary.covRob.q
R/summary.covfm.q
R/summary.fdfm.q
R/summary.fitdstn.q
R/summary.glmRob.q
R/summary.lmRob.q
R/test.lmRob.q
R/update.lmRob.q
R/weibullRob.control.q
R/weibullRob.q
R/weight.funs.q
R/wt.carroll.q
README
data
data/breslow.dat.txt.gz
data/leuk.dat.txt.gz
data/mallows.dat.txt.gz
data/stack.dat.txt.gz
data/woodmod.dat.txt.gz
inst
inst/COPYRIGHTS
inst/datasets
inst/datasets/lawson.tab
inst/datasets/wagner.q
inst/tests_S
inst/tests_S/asymmetric.t
inst/tests_S/covm.t
inst/tests_S/discrob.t
inst/tests_S/glmrob.t
inst/tests_S/lmrob.t
inst/tests_S/plots.aovrob.t
inst/tests_S/plots.covrob.t
inst/tests_S/plots.glmrob.t
inst/tests_S/plots.lmrob.t
inst/tests_S/plots.princomprob.t
inst/tests_S/plots.wblrob.t
inst/tests_S/princomprob.t
man
man/OverlaidDenPlot.fdfm.Rd
man/anova.glmRob.Rd
man/anova.lmRob.Rd
man/breslow.dat.Rd
man/covClassic.Rd
man/covRob.Rd
man/covRob.control.Rd
man/ddPlot.covfm.Rd
man/distancePlot.covfm.Rd
man/drop1.lmRob.Rd
man/ellipsesPlot.covfm.Rd
man/fitdstn.Rd
man/fitdstnRob.Rd
man/gammaRob.Rd
man/gammaRob.control.Rd
man/gen.data.Rd
man/glmRob.Rd
man/glmRob.control.Rd
man/glmRob.cubif.Rd
man/glmRob.cubif.control.Rd
man/glmRob.mallows.Rd
man/glmRob.mallows.control.Rd
man/glmRob.misclass.Rd
man/glmRob.misclass.control.Rd
man/glmRob.object.Rd
man/leuk.dat.Rd
man/lmRob.RFPE.Rd
man/lmRob.Rd
man/lmRob.control.Rd
man/lmRob.fit.Rd
man/lmRob.fit.compute.Rd
man/lmRob.object.Rd
man/lognormRob.Rd
man/lognormRob.control.Rd
man/lsRobTest.Rd
man/mallows.dat.Rd
man/plot.covfm.Rd
man/plot.fdfm.Rd
man/plot.glmRob.Rd
man/plot.lmRob.Rd
man/predict.glmRob.Rd
man/predict.lmRob.Rd
man/qqPlot.fdfm.Rd
man/rb.lmRob.Rd
man/residuals.glmRob.Rd
man/screePlot.covfm.Rd
man/stack.dat.Rd
man/step.lmRob.Rd
man/summary.covfm.Rd
man/summary.glmRob.Rd
man/summary.lmRob.Rd
man/test.lmRob.Rd
man/update.lmRob.Rd
man/weibullRob.Rd
man/weibullRob.control.Rd
man/weight.funs.Rd
man/woodmod.dat.Rd
src
src/Makevars
src/compatibility.c
src/gamrob.f
src/glmrob.f
src/lmrobbi.f
src/lmrobfs.f
src/lmrobml.f
src/lmrobmm.f
src/mmprnt.c
src/rb.c
src/robust.h
src/tdmean.f
src/tmlfor.f
src/wblrob.f
tests
tests/Examples
tests/Examples/robust-Ex.Rout.save
tests/Run-tests.R
tests/weight-tst.R
robust documentation built on May 21, 2017, 1:14 a.m.

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