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robustbase (version 0.1-4)

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 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

0.1-4

License

GPL version 2 or later

Maintainer

Martin Maechler

Last Published

September 27th, 2024

Functions in robustbase (0.1-4)

phosphor

Phosphorus Content Data
vaso

Vaso Constriction Data Set
wood

Modified Data on Wood Specific Gravity
psi_func-class

Class of "Psi Functions" for M-Estimation
plot.lts

Robust Regression Diagnostic Plots
starsCYG

Hertzsprung-Russell Diagram Data of Star Cluster CYG OB1
cloud

Cloud point of a Liquid
salinity

Salinity Data
covOGK

Orthogonalized Gnanadesikan-Kettenring (OGK) Covariance Matrix Estimation
Sn

Robust Location-Free Scale Estimate More Efficient than MAD
functionXal-class

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

Coleman Data Set
airmay

Air Quality Data
epilepsy

Epilepsy Attacks Data Set
pilot

Pilot-Plant Data
functionX-class

Class "functionX" of Psi-like Vectorized Functions
plot.mcd

Robust Distance Plots
SiegelsEx

Siegel's Exact Fit Example Data
carrots

Insect Damages on Carrots
anova.glmrob

Analysis of Robust Quasi-Deviance for "glmrob" Objects
glmrobMqle.control

Auxiliary for Controlling Robust GLM Fitting by the Method "Mqle"
wgt.himedian

Weighted Hi-Median
nlrob

Robust Fitting of Nonlinear Regression Models
internals

Internal Functions
delivery

Delivery Time Data
psiFunc

Constructor for Objects "Psi Function" Class
pension

Pension Funds Data
heart

Heart Catherization Data
lactic

Lactic Acid Concentration Measurement Data
Animals2

Brain and Body Weights for 65 Species of Land Animals
chgDefaults-methods

Methods for Function chgDefaults() in Package `robustbase'
covMcd

Robust Location and Scatter Estimation via MCD
possumDiv

Possum Diversity Data
rrcov.control

Control object for the estimation parameters
exAM

Example Data of Antille and May - for Simple Regression
summary.glmrob

Summarizing Robust Fits of Generalized Linear Models
telef

Number of International Calls from Belgium
Qn

Robust Location-Free Scale Estimate More Efficient than MAD
aircraft

Aircraft Data
bushfire

Campbell Bushfire Data
glmrob

Robust Fitting of Generalized Linear Models
hbk

Hawkins, Bradu, Kass's Artificial Data
ltsReg

Least Trimmed Squares Robust (High Breakdown) Regression
milk

Daudin's Milk Composition Data
huberM

Safe (generalized) Huber M-Estimator of Location
education

Education Expenditure Data
summary.nlrob

Summarizing Robust Fits of Nonlinear Regression Models
tolEllipsePlot

Tolerance Ellipse Plot
summary.mcd

Summary Method for MCD objects
summary.lts

Summary Method for LTS objects
scaleTau2

Robust Tau-Estimate of Scale