robust v0.4-18.2

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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.

Functions in robust

Name Description
covClassic Classical Covariance Estimation
glmRob.cubif.control Control Parameters for the Bounded Influence Robust GLM Estimator
gammaRob.control Control Parameters for gammaRob
fitdstnRob Robust Fitting of Univariate Distributions
gen.data Generate Data With Contamination
gammaRob Robust Estimation of Gamma Distribution Parameters
glmRob.object Robust Generalized Linear Model Fit
leuk.dat Leuk Data
covRob Robust Covariance/Correlation Matrix Estimation
glmRob Fit a Robust Generalized Linear Model
lmRob.control Control Parameters for Robust Linear Regression
lmRob.fit Robust Fitter Functions for Linear Models
glmRob.control glmRob Control Parameters
covRob.control Control Parameters for Robust Covariance Estimation
ddPlot.covfm Distance - Distance Plot
ellipsesPlot.covfm Ellipses Plot - Visual Correlation Matrix Comparison
glmRob.misclass.control Control for Misclassification Robust GLM Estimator
glmRob.misclass Consistent Misclassification Estimator
fitdstn Maximum-likelihood Fitting of Univariate Distributions
glmRob.mallows Mallows Type Estimator
glmRob.mallows.control Control for Mallows-type Robust GLM Estimator
plot.glmRob Diagnostic Regression Plots
plot.lmRob Diagnostic Regression Plots
plot.covfm Plot Method
lmRob.RFPE Robust Final Prediction Errors
lmRob High Breakdown and High Efficiency Robust Linear Regression
mallows.dat Mallows Data
lsRobTest Bias Test for Least-Squares Regression Estimates
lmRob.object Robust Linear Model Objects
lmRob.fit.compute Fit a Robust Linear Model
residuals.glmRob Residuals Methods for glmRob Objects
lognormRob Robust Estimation of Lognormal Distribution Parameters
summary.covfm Summary Method
summary.glmRob Summarizing Robust Generalized Linear Model Fits
plot.fdfm fdfm Plot Method
weight.funs Weight Functions Psi, Rho, Chi
weibullRob.control Control Parameters for weibullRob
screePlot.covfm Comparison Screeplot
predict.lmRob Use predict() on an lmRob Object
predict.glmRob Predict Method for Robust Generalized Linear Model Fits
lognormRob.control Control Parameters for lognormRob
update.lmRob Update an lmRob Model Object
weibullRob Robust Estimation of Weibull Distribution Parameters
stack.dat Brownlee's Stack-Loss Data
step.lmRob Build a Model in a Stepwise Fashion
woodmod.dat Modified Wood Data
rb.lmRob Robust Bootstrap Standard Errors
qqPlot.fdfm Comparison Quantile-Quantile Plot
summary.lmRob Summarizing Robust Linear Model Fits
test.lmRob Various Tests of Robust Regression Estimates
breslow.dat Breslow Data
drop1.lmRob Compute an Anova Object by Dropping Terms
anova.lmRob ANOVA for Robust Linear Model Fits
distancePlot.covfm Side-by-Side Mahalanobis Distance Plot
overlaidDenPlot.fdfm Overlaid Density Plot
anova.glmRob ANOVA for Robust Generalized Linear Model Fits
glmRob.cubif Robust GLM CUBIF Fitter
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Details

Date 2017-04-26
License GPL-2
NeedsCompilation yes
Packaged 2019-12-26 15:33:24 UTC; ripley
Repository CRAN
Date/Publication 2019-12-26 15:42:28 UTC
X-CRAN-Original-Maintainer Kjell Konis
X-CRAN-Comment Orphaned and corrected on 2019-07-02 as installation issues were not addressed. LTO

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