Methods for robust statistics, a state of the art in the early 2000s, notably for robust regression and robust multivariate analysis.
| 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 | 2017-04-27 17:35:11 |
| Maintainer | Kjell Konis <kjell.konis@me.com> |
| License | GPL-2 |
| Version | 0.4-18 |
| Package repository | View on R-Forge |
| Installation | Install the latest version of this package by entering the following in R:
|
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 |
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Files | |
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|
DESCRIPTION
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|
NAMESPACE
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|
R
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| 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
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|
data
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data/breslow.dat.txt.gz
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data/leuk.dat.txt.gz
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data/mallows.dat.txt.gz
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data/stack.dat.txt.gz
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data/woodmod.dat.txt.gz
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|
inst
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inst/COPYRIGHTS
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inst/datasets
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inst/datasets/lawson.tab
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| inst/datasets/wagner.q | |
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inst/tests_S
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inst/tests_S/asymmetric.t
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inst/tests_S/covm.t
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inst/tests_S/discrob.t
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inst/tests_S/glmrob.t
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inst/tests_S/lmrob.t
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inst/tests_S/plots.aovrob.t
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inst/tests_S/plots.covrob.t
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inst/tests_S/plots.glmrob.t
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inst/tests_S/plots.lmrob.t
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inst/tests_S/plots.princomprob.t
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inst/tests_S/plots.wblrob.t
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inst/tests_S/princomprob.t
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|
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
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src/Makevars
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src/compatibility.c
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src/gamrob.f
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src/glmrob.f
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src/lmrobbi.f
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src/lmrobfs.f
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src/lmrobml.f
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src/lmrobmm.f
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src/mmprnt.c
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src/rb.c
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src/robust.h
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src/tdmean.f
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src/tmlfor.f
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src/wblrob.f
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tests
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tests/Examples
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tests/Examples/robust-Ex.Rout.save
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| tests/Run-tests.R | |
| tests/weight-tst.R | |
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