robust: Robust Library

A package of robust methods.

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 publication2014-05-18 17:24:51
MaintainerKjell Konis <kjell.konis@me.com>
LicenseGPL-2
Version0.4-16

View on CRAN

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

Files in this package

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

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