Learn R Programming

⚠️There's a newer version (0.99-7) of this package.Take me there.

robustbase (version 0.2-7)

Basic Robust Statistics

Description

"Essential" Robust Statistics. The goal is to provide tools allowing to analyze data with robust methods. This includes regression methodology including model selections and multivariate statistics where we strive to cover the book "Robust Statistics, Theory and Methods" by Maronna, Martin and Yohai; Wiley 2006.

Copy Link

Version

Install

install.packages('robustbase')

Monthly Downloads

90,995

Version

0.2-7

License

GPL version 2 or later

Maintainer

Martin Maechler

Last Published

February 5th, 2026

Functions in robustbase (0.2-7)

NOx Air Pollution Data

Internal Functions

Lactic Acid Concentration Measurement Data

Epilepsy Attacks Data Set

functionXal-class

Class "functionXal" of Functionals (of Psi-like functions)

Daudin's Milk Composition Data

Robust Fitting of Nonlinear Regression Models

Pension Funds Data

Tukey's Bi-square Loss "Chi" Function

Function to compute MM-regression estimators

Robust Location-Free Scale Estimate More Efficient than MAD

Print Method for Objects of Class "lmrob"

Hawkins, Bradu, Kass's Artificial Data

Toxicity of Carboxylic Acids Data

Number of International Calls from Belgium

summarizeRobWeights

Print a Nice "summary" of Robustness Weights

Tolerance Ellipse Plot

Robust Distance Plots

Delivery Time Data

Robust Tau-Estimate of Scale

Brain and Body Weights for 65 Species of Land Animals

functionX-class

Class "functionX" of Psi-like Vectorized Functions

Safe (generalized) Huber M-Estimator of Location

S-regression estimators

Education Expenditure Data

Hertzsprung-Russell Diagram Data of Star Cluster CYG OB1

MM-Estimators for Linear Regression

Summary Method for MCD objects

Summary Method for LTS objects

Vaso Constriction Data Set

Phosphorus Content Data

chgDefaults-methods

Methods for Function chgDefaults() in Package `robustbase'

Robust Location-Free Scale Estimate More Efficient than MAD

Satellite Radar Image Data from near Munich

MM-regression estimators

Class of "Psi Functions" for M-Estimation

Coleman Data Set

Heart Catherization Data

Control object for the estimation parameters

Summarizing Robust Fits of Nonlinear Regression Models

Tuning parameters for lmrob

Summarizing Robust Fits of Generalized Linear Models

Robust Fitting of Generalized Linear Models

Robust Regression Diagnostic Plots

Least Trimmed Squares Robust (High Breakdown) Regression

Alcohol Solubility in Water Data

Constructor for Objects "Psi Function" Class

Analysis of Robust Deviances ('anova') for "lmrob" Objects

Orthogonalized Gnanadesikan-Kettenring (OGK) Covariance Matrix Estimation

Analysis of Robust Quasi-Deviance for "glmrob" Objects

Modified Data on Wood Specific Gravity

Tukey's Bi-square Score (Psi) Function and Derivative

Cloud point of a Liquid

Insect Damages on Carrots

Air Quality Data

glmrobMqle.control

Auxiliary for Controlling Robust GLM Fitting by the Method "Mqle"

Pilot-Plant Data

Weighted Hi-Median

Siegel's Exact Fit Example Data

Campbell Bushfire Data

Example Data of Antille and May - for Simple Regression

Plot Method for "lmrob" Objects

Possum Diversity Data

Robust Location and Scatter Estimation via MCD

Summary Method for "lmrob" Objects