robust: Port of the S+ "Robust Library"

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 publication2017-02-08 03:47:54
MaintainerKjell Konis <kjell.konis@me.com>
LicenseGPL-2
Version0.4-18

View on R-Forge

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

anova.glmRob Man page
anova.glmRoblist Man page
anova.lmRob Man page
anova.lmRoblist Man page
breslow.dat Man page
chi.weight Man page
covClassic Man page
covRob Man page
covRob.control Man page
ddPlot.covfm Man page
distancePlot.covfm Man page
drop1.lmRob Man page
ellipsesPlot.covfm Man page
fitdstn Man page
fitdstnRob Man page
gammaRob Man page
gammaRob.control Man page
gen.data Man page
glmRob Man page
glmRob.control Man page
glmRob.cubif Man page
glmRob.cubif.control Man page
glmRob.mallows Man page
glmRob.mallows.control Man page
glmRob.misclass Man page
glmRob.misclass.control Man page
glmRob.object Man page
leuk.dat Man page
lmRob Man page
lmRob.control Man page
lmRob.fit Man page
lmRob.fit.compute Man page
lmRob.object Man page
lmRob.RFPE Man page
lmRob.wfit Man page
lognormRob Man page
lognormRob.control Man page
lsRobTest Man page
mallows.dat Man page
overlaidDenPlot.fdfm Man page
plot.covClassic Man page
plot.covfm Man page
plot.covRob Man page
plot.fdfm Man page
plot.glmRob Man page
plot.lmRob Man page
predict.glmRob Man page
predict.lmRob Man page
psi.weight Man page
psp.weight Man page
qqPlot.fdfm Man page
rb.lmRob Man page
residuals.glmRob Man page
rho.weight Man page
screePlot.covfm Man page
stack.dat Man page
step.lmRob Man page
summary.covClassic Man page
summary.covfm Man page
summary.covRob Man page
summary.glmRob Man page
summary.lmRob Man page
test.lmRob Man page
update.lmRob Man page
weibullRob Man page
weibullRob.control Man page
woodmod.dat Man page

Files

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

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