robust v0.4-18.1

0

Monthly downloads

0th

Percentile

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
anova.lmRob ANOVA for Robust Linear Model Fits
breslow.dat Breslow Data
anova.glmRob ANOVA for Robust Generalized Linear Model Fits
fitdstnRob Robust Fitting of Univariate Distributions
gammaRob Robust Estimation of Gamma Distribution Parameters
ddPlot.covfm Distance - Distance Plot
fitdstn Maximum-likelihood Fitting of Univariate Distributions
covRob.control Control Parameters for Robust Covariance Estimation
ellipsesPlot.covfm Ellipses Plot - Visual Correlation Matrix Comparison
glmRob.mallows Mallows Type Estimator
glmRob.mallows.control Control for Mallows-type Robust GLM Estimator
lmRob.fit Robust Fitter Functions for Linear Models
glmRob.cubif.control Control Parameters for the Bounded Influence Robust GLM Estimator
glmRob.cubif Robust GLM CUBIF Fitter
lmRob.control Control Parameters for Robust Linear Regression
lognormRob Robust Estimation of Lognormal Distribution Parameters
lmRob.RFPE Robust Final Prediction Errors
gen.data Generate Data With Contamination
covRob Robust Covariance/Correlation Matrix Estimation
gammaRob.control Control Parameters for gammaRob
covClassic Classical Covariance Estimation
glmRob Fit a Robust Generalized Linear Model
glmRob.misclass.control Control for Misclassification Robust GLM Estimator
plot.fdfm fdfm Plot Method
glmRob.misclass Consistent Misclassification Estimator
plot.covfm Plot Method
residuals.glmRob Residuals Methods for glmRob Objects
lognormRob.control Control Parameters for lognormRob
leuk.dat Leuk Data
predict.glmRob Predict Method for Robust Generalized Linear Model Fits
glmRob.object Robust Generalized Linear Model Fit
screePlot.covfm Comparison Screeplot
lmRob High Breakdown and High Efficiency Robust Linear Regression
plot.glmRob Diagnostic Regression Plots
plot.lmRob Diagnostic Regression Plots
glmRob.control glmRob Control Parameters
lmRob.object Robust Linear Model Objects
lmRob.fit.compute Fit a Robust Linear Model
stack.dat Brownlee's Stack-Loss Data
summary.glmRob Summarizing Robust Generalized Linear Model Fits
weibullRob Robust Estimation of Weibull Distribution Parameters
update.lmRob Update an lmRob Model Object
summary.covfm Summary Method
step.lmRob Build a Model in a Stepwise Fashion
lsRobTest Bias Test for Least-Squares Regression Estimates
qqPlot.fdfm Comparison Quantile-Quantile Plot
mallows.dat Mallows Data
rb.lmRob Robust Bootstrap Standard Errors
summary.lmRob Summarizing Robust Linear Model Fits
test.lmRob Various Tests of Robust Regression Estimates
weight.funs Weight Functions Psi, Rho, Chi
weibullRob.control Control Parameters for weibullRob
predict.lmRob Use predict() on an lmRob Object
woodmod.dat Modified Wood Data
overlaidDenPlot.fdfm Overlaid Density Plot
distancePlot.covfm Side-by-Side Mahalanobis Distance Plot
drop1.lmRob Compute an Anova Object by Dropping Terms
No Results!

Last month downloads

Details

Date 2017-04-26
License GPL-2
NeedsCompilation yes
Packaged 2019-07-02 14:46:25 UTC; ripley
Repository CRAN
Date/Publication 2019-07-02 14:52:19 UTC

Include our badge in your README

[![Rdoc](http://www.rdocumentation.org/badges/version/robust)](http://www.rdocumentation.org/packages/robust)