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robust (version 0.7-0)
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
4,725
Version
0.7-0
License
GPL (>= 3)
Maintainer
Valentin Todorov
Last Published
February 1st, 2022
Functions in robust (0.7-0)
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glmRob
Fit a Robust Generalized Linear Model
gammaRob.control
Control Parameters for gammaRob
gen.data
Generate Data With Contamination
glmRob.object
Robust Generalized Linear Model Fit
covRob.control
Control Parameters for Robust Covariance Estimation
overlaidDenPlot.fdfm
Overlaid Density Plot
glmRob.control
glmRob Control Parameters
leuk.dat
Leuk Data
plot.covfm
Plot Method
plot.fdfm
fdfm Plot Method
qqPlot.fdfm
Comparison Quantile-Quantile Plot
anova.glmRob
ANOVA for Robust Generalized Linear Model Fits
glmRob.mallows
Mallows Type Estimator
ddPlot.covfm
Distance - Distance Plot
distancePlot.covfm
Side-by-Side Mahalanobis Distance Plot
rb.lmRob
Robust Bootstrap Standard Errors
glmRob.mallows.control
Control for Mallows-type Robust GLM Estimator
drop1.lmRob
Compute an Anova Object by Dropping Terms
lsRobTest
Bias Test for Least-Squares Regression Estimates
weibullRob.control
Control Parameters for weibullRob
glmRob.cubif
Robust GLM CUBIF Fitter
mallows.dat
Mallows Data
covClassic
Classical Covariance Estimation
covRob
Robust Covariance/Correlation Matrix Estimation
lmRob.fit
Robust Fitter Functions for Linear Models
ellipsesPlot.covfm
Ellipses Plot - Visual Correlation Matrix Comparison
fitdstn
Maximum-likelihood Fitting of Univariate Distributions
plot.glmRob
Diagnostic Regression Plots
lmRob.control
Control Parameters for Robust Linear Regression
plot.lmRob
Diagnostic Regression Plots
fitdstnRob
Robust Fitting of Univariate Distributions
glmRob.misclass.control
Control for Misclassification Robust GLM Estimator
glmRob.misclass
Consistent Misclassification Estimator
predict.glmRob
Predict Method for Robust Generalized Linear Model Fits
predict.lmRob
Use predict() on an lmRob Object
gammaRob
Robust Estimation of Gamma Distribution Parameters
weight.funs
Weight Functions Psi, Rho, Chi
woodmod.dat
Modified Wood Data
glmRob.cubif.control
Control Parameters for the Bounded Influence Robust GLM Estimator
summary.covfm
Summary Method
lmRob.RFPE
Robust Final Prediction Errors
summary.lmRob
Summarizing Robust Linear Model Fits
summary.glmRob
Summarizing Robust Generalized Linear Model Fits
lmRob.object
Robust Linear Model Objects
lmRob.fit.compute
Fit a Robust Linear Model
stack.dat
Brownlee's Stack-Loss Data
residuals.glmRob
Residuals Methods for glmRob Objects
lognormRob.control
Control Parameters for lognormRob
lognormRob
Robust Estimation of Lognormal Distribution Parameters
test.lmRob
Various Tests of Robust Regression Estimates
step.lmRob
Build a Model in a Stepwise Fashion
lmRob
High Breakdown and High Efficiency Robust Linear Regression
screePlot.covfm
Comparison Screeplot
update.lmRob
Update an lmRob Model Object
weibullRob
Robust Estimation of Weibull Distribution Parameters
breslow.dat
Breslow Data
anova.lmRob
ANOVA for Robust Linear Model Fits