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robust (version 0.4-18)
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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Install
install.packages('robust')
Monthly Downloads
3,696
Version
0.4-18
License
GPL-2
Maintainer
Kjell Konis
Last Published
April 27th, 2017
Functions in robust (0.4-18)
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ddPlot.covfm
Distance - Distance Plot
covClassic
Classical Covariance Estimation
covRob
Robust Covariance/Correlation Matrix Estimation
anova.lmRob
ANOVA for Robust Linear Model Fits
breslow.dat
Breslow Data
overlaidDenPlot.fdfm
Overlaid Density Plot
anova.glmRob
ANOVA for Robust Generalized Linear Model Fits
distancePlot.covfm
Side-by-Side Mahalanobis Distance Plot
drop1.lmRob
Compute an Anova Object by Dropping Terms
covRob.control
Control Parameters for Robust Covariance Estimation
gammaRob.control
Control Parameters for gammaRob
gen.data
Generate Data With Contamination
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
qqPlot.fdfm
Comparison Quantile-Quantile Plot
ellipsesPlot.covfm
Ellipses Plot - Visual Correlation Matrix Comparison
fitdstn
Maximum-likelihood Fitting of Univariate Distributions
glmRob.object
Robust Generalized Linear Model Fit
leuk.dat
Leuk Data
plot.covfm
Plot Method
plot.fdfm
fdfm Plot Method
residuals.glmRob
Residuals Methods for glmRob Objects
lsRobTest
Bias Test for Least-Squares Regression Estimates
mallows.dat
Mallows Data
summary.covfm
Summary Method
summary.glmRob
Summarizing Robust Generalized Linear Model Fits
screePlot.covfm
Comparison Screeplot
summary.lmRob
Summarizing Robust Linear Model Fits
test.lmRob
Various Tests of Robust Regression Estimates
fitdstnRob
Robust Fitting of Univariate Distributions
gammaRob
Robust Estimation of Gamma Distribution Parameters
lmRob.RFPE
Robust Final Prediction Errors
glmRob
Fit a Robust Generalized Linear Model
glmRob.control
glmRob Control Parameters
glmRob.misclass
Consistent Misclassification Estimator
glmRob.misclass.control
Control for Misclassification Robust GLM Estimator
stack.dat
Brownlee's Stack-Loss Data
step.lmRob
Build a Model in a Stepwise Fashion
weibullRob.control
Control Parameters for weibullRob
woodmod.dat
Modified Wood Data
weight.funs
Weight Functions Psi, Rho, Chi
rb.lmRob
Robust Bootstrap Standard Errors
lmRob
High Breakdown and High Efficiency Robust Linear Regression
lognormRob
Robust Estimation of Lognormal Distribution Parameters
lognormRob.control
Control Parameters for lognormRob
update.lmRob
Update an lmRob Model Object
weibullRob
Robust Estimation of Weibull Distribution 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
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