robust: Robust Library

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A package of robust methods.

Author
Jiahui 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 publication
2014-05-18 17:24:51
Maintainer
Kjell Konis <kjell.konis@me.com>
License
GPL-2
Version
0.4-16

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