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robustbase (version 0.4-4)

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.

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Version

Install

install.packages('robustbase')

Monthly Downloads

90,995

Version

0.4-4

License

GPL (>= 2)

Maintainer

Martin Maechler

Last Published

February 5th, 2026

Functions in robustbase (0.4-4)

Daily Means of NOx (mono-nitrogen oxides) in air

Safe (generalized) Huber M-Estimator of Location

Possum Diversity Data

Robust Distance Plots

Campbell Bushfire Data

Daudin's Milk Composition Data

Heart Catherization Data

functionXal-class

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

Analysis of Robust Quasi-Deviance for "glmrob" Objects

Robust Location-Free Scale Estimate More Efficient than MAD

Hertzsprung-Russell Diagram Data of Star Cluster CYG OB1

Statistics for Skewness-adjusted Boxplots

Robust Location and Scatter Estimation via MCD

Siegel's Exact Fit Example Data

Length of Stay Data

Pulp Fiber and Paper Data

chgDefaults-methods

Methods for Function chgDefaults() in Package `robustbase'

Plot an Adjusted Boxplot for Skew Distributions

Delivery Time Data

Robust Fitting of Generalized Linear Models

summarizeRobWeights

Print a Nice "summary" of Robustness Weights

Compute M-estimators of regression

Summarizing Robust Fits of Generalized Linear Models

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

Example Data of Antille and May - for Simple Regression

Cloud point of a Liquid

Phosphorus Content Data

Internal Functions

Tuning parameters for lmrob

Summary Method for MCD objects

Orthogonalized Gnanadesikan-Kettenring (OGK) Covariance Matrix Estimation

Tolerance Ellipse Plot

adjOutlyingness

Compute Skewness-adjusted Multivariate Outlyingness

Satellite Radar Image Data from near Munich

Medcouple, a Robust Measure of Skewness

Summarizing Robust Fits of Nonlinear Regression Models

Insect Damages on Carrots

Robust Tau-Estimate of Scale

Robust Fitting of Nonlinear Regression Models

Lactic Acid Concentration Measurement Data

Class of "Psi Functions" for M-Estimation

functionX-class

Class "functionX" of Psi-like Vectorized Functions

Summary Method for LTS objects

Vaso Constriction Data Set

Modified Data on Wood Specific Gravity

Tukey's "Chi", the Bi-square Loss (Rho) Function

Weighted Hi-Median

Crohn's Disease Adverse Events Data

Summary Method for "lmrob" Objects

Pilot-Plant Data

Toxicity of Carboxylic Acids Data

Cushny and Peebles Prolongation of Sleep Data

MM-Estimators for Linear Regression

Constructor for Objects "Psi Function" Class

glmrobMqle.control

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

Compute h, the subsample size for MCD and LTS

S-regression estimators

Plot Method for "lmrob" Objects

Robust LTS Regression Diagnostic Plots

NOx Air Pollution Data

Coleman Data Set

Robust Location-Free Scale Estimate More Efficient than MAD

MM-estimator for regression

Air Quality Data

Least Trimmed Squares Robust (High Breakdown) Regression

Alcohol Solubility in Water Data

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

Print Method for Objects of Class "lmrob"

Epilepsy Attacks Data Set

Pension Funds Data

Number of International Calls from Belgium

Control object for the estimation parameters

Education Expenditure Data

Brain and Body Weights for 65 Species of Land Animals

(Modified) Waterflow Measurements of Kootenay River in Libby and Newgate

Hawkins, Bradu, Kass's Artificial Data