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.
Overlaid Density Plot
ANOVA for Robust Generalized Linear Model Fits
ANOVA for Robust Linear Model Fits
Breslow Data
Classical Covariance Estimation
Robust Covariance/Correlation Matrix Estimation
Control Parameters for Robust Covariance Estimation
Distance - Distance Plot
Side-by-Side Mahalanobis Distance Plot
Compute an Anova Object by Dropping Terms
Ellipses Plot - Visual Correlation Matrix Comparison
Maximum-likelihood Fitting of Univariate Distributions
Robust Fitting of Univariate Distributions
Robust Estimation of Gamma Distribution Parameters
Control Parameters for gammaRob
Generate Data With Contamination
Fit a Robust Generalized Linear Model
glmRob Control Parameters
Robust GLM CUBIF Fitter
Control Parameters for the Bounded Influence Robust GLM Estimator
Mallows Type Estimator
Control for Mallows-type Robust GLM Estimator
Consistent Misclassification Estimator
Control for Misclassification Robust GLM Estimator
Robust Generalized Linear Model Fit
Leuk Data
High Breakdown and High Efficiency Robust Linear Regression
Robust Final Prediction Errors
Control Parameters for Robust Linear Regression
Robust Fitter Functions for Linear Models
Fit a Robust Linear Model
Robust Linear Model Objects
Robust Estimation of Lognormal Distribution Parameters
Control Parameters for lognormRob
Bias Test for Least-Squares Regression Estimates
Mallows Data
Plot Method
fdfm Plot Method
Diagnostic Regression Plots
Predict Method for Robust Generalized Linear Model Fits
Use predict() on an lmRob Object
Comparison Quantile-Quantile Plot
Robust Bootstrap Standard Errors
Residuals Methods for glmRob Objects
Comparison Screeplot
Brownlee's Stack-Loss Data
Build a Model in a Stepwise Fashion
Summary Method
Summarizing Robust Generalized Linear Model Fits
Summarizing Robust Linear Model Fits
Various Tests of Robust Regression Estimates
Update an lmRob Model Object
Robust Estimation of Weibull Distribution Parameters
Control Parameters for weibullRob
Weight Functions Psi, Rho, Chi
Modified Wood Data
Please choose more modern alternatives, such as Google Chrome or Mozilla Firefox.