Port of the S+ "Robust Library"

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Documentation for package ‘robust’ version 0.7-4

• DESCRIPTION file.
• Package NEWS.

Help Pages

anova.glmRob	ANOVA for Robust Generalized Linear Model Fits
anova.glmRoblist	ANOVA for Robust Generalized Linear Model Fits
anova.lmRob	ANOVA for Robust Linear Model Fits
anova.lmRoblist	ANOVA for Robust Linear Model Fits
breslow.dat	Breslow Data
chi.weight	Weight Functions Psi, Rho, Chi
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 Estimator
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
lmRob.wfit	Robust Fitter Functions for Linear Models
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.covClassic	Plot Method
plot.covfm	Plot Method
plot.covRob	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
psi.weight	Weight Functions Psi, Rho, Chi
psp.weight	Weight Functions Psi, Rho, Chi
qqPlot.fdfm	Comparison Quantile-Quantile Plot
rb.lmRob	Robust Bootstrap Standard Errors
residuals.glmRob	Residuals Methods for glmRob Objects
rho.weight	Weight Functions Psi, Rho, Chi
screePlot.covfm	Comparison Screeplot
stack.dat	Brownlee's Stack-Loss Data
step.lmRob	Build a Model in a Stepwise Fashion
summary.covClassic	Summary Method
summary.covfm	Summary Method
summary.covRob	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
woodmod.dat	Modified Wood Data