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robustbase (version 0.1-2)

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 upcoming book "Robust Statistics, Theory and Methods" by Maronna, Martin and Yohai; Wiley 2006.

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Version

Install

install.packages('robustbase')

Monthly Downloads

89,738

Version

0.1-2

License

GPL version 2 or later

Maintainer

Martin Maechler

Last Published

September 27th, 2024

Functions in robustbase (0.1-2)

Delivery Time Data

chgDefaults-methods

Methods for Function chgDefaults() in Package `robustbase'

Education Expenditure Data

Robust Distance Plots

Siegel's Exact Fit Example Data

Air Quality Data

functionX-class

Class "functionX" of Psi-like Vectorized Functions

Example Data of Antille and May - for Simple Regression

Internal Functions

Robust Location-Free Scale Estimate More Efficient than MAD

Heart Catherization Data

Number of International Calls from Belgium

Epilepsy Attacks Data Set

Lactic Acid Concentration Measurement Data

Coleman Data Set

Modified Data on Wood Specific Gravity

Control object for the estimation parameters

Extract Fitted Values from "nlrob" Model

Constructor for Objects "Psi Function" Class

Brain and Body Weights for 65 Species of Land Animals

glmrobMqle.control

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

Pension Funds Data

Weighted Hi-Median

Summarizing Robust Fits of Generalized Linear Models

Robust Model Selection for "glmrob" Objects

Pilot-Plant Data

Vaso Constriction Data Set

Robust Fitting of Generalized Linear Models

Robust Location-Free Scale Estimate More Efficient than MAD

Insect Damages on Carrots

Orthogonalized Gnanadesikan-Kettenring (OGK) Covariance Matrix Estimation

Phosphorus Content Data

Summary Method for MCD objects

Hawkins, Bradu, Kass's Artificial Data

Least Trimmed Squares Robust (High Breakdown) Regression

Summarizing Robust Fits of Nonlinear Regression Models

Safe (generalized) Huber M-Estimator of Location

Campbell Bushfire Data

Cloud point of a Liquid

Robust Location and Scatter Estimation via MCD

Robust Fitting of Nonlinear Regression Models

Hertzsprung-Russell Diagram Data of Star Cluster CYG OB1

Summary Method for LTS objects

Daudin's Milk Composition Data

functionXal-class

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

Robust Regression Diagnostic Plots

Tolerance Ellipse Plot

Class of "Psi Functions" for M-Estimation