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robust (version 0.4-18.2)

Port of the S+ "Robust Library"

Description

Methods for robust statistics, a state of the art in the early 2000s, notably for robust regression and robust multivariate analysis.

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Version

Install

install.packages('robust')

Monthly Downloads

3,551

Version

0.4-18.2

License

GPL-2

Maintainer

ORPHANED

Last Published

December 26th, 2019

Functions in robust (0.4-18.2)

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