Basic Robust Statistics

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Documentation for package ‘robustbase’ version 0.4-3

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A B C D E F G H K L M N P Q R S T V W

-- A --

adjbox Plot an Adjusted Boxplot for Skew Distributions
adjboxStats Statistics for Skewness-adjusted Boxplots
adjOutlyingness Compute Skewness-adjusted Multivariate Outlyingness
aircraft Aircraft Data
airmay Air Quality Data
alcohol Alcohol Solubility in Water Data
ambientNOxCH Daily Means of NOx (mono-nitrogen oxides) in air
Animals2 Brain and Body Weights for 65 Species of Land Animals
anova.glmrob Analysis of Robust Quasi-Deviance for "glmrob" Objects
anova.lmrob Analysis of Robust Deviances ('anova') for "lmrob" Objects

-- B --

bushfire Campbell Bushfire Data

-- C --

carrots Insect Damages on Carrots
chgDefaults Methods for Function chgDefaults() in Package ‘robustbase’
chgDefaults,ANY-method Methods for Function chgDefaults() in Package ‘robustbase’
chgDefaults,psi_func-method Methods for Function chgDefaults() in Package ‘robustbase’
chgDefaults-methods Methods for Function chgDefaults() in Package ‘robustbase’
cloud Cloud point of a Liquid
coleman Coleman Data Set
condroz Condroz Data
covGK Orthogonalized Gnanadesikan-Kettenring (OGK) Covariance Matrix Estimation
covMcd Robust Location and Scatter Estimation via MCD
covOGK Orthogonalized Gnanadesikan-Kettenring (OGK) Covariance Matrix Estimation
covPlot Robust Distance Plots
CrohnD Crohn's Disease Adverse Events Data
cushny Cushny and Peebles Prolongation of Sleep Data

-- D --

delivery Delivery Time Data

-- E --

education Education Expenditure Data
epilepsy Epilepsy Attacks Data Set
exAM Example Data of Antille and May - for Simple Regression

-- F --

fitted.nlrob Robust Fitting of Nonlinear Regression Models
functionX-class Class "functionX" of Psi-like Vectorized Functions
functionXal-class Class "functionXal" of Functionals (of Psi-like functions)

-- G --

glmrob Robust Fitting of Generalized Linear Models
glmrobMqle.control Auxiliary for Controlling Robust GLM Fitting by the Method "Mqle"

-- H --

h.alpha.n Compute h, the subsample size for MCD and LTS
hard.rejection Orthogonalized Gnanadesikan-Kettenring (OGK) Covariance Matrix Estimation
hbk Hawkins, Bradu, Kass's Artificial Data
heart Heart Catherization Data
huberM Safe (generalized) Huber M-Estimator of Location
huberPsi Constructor for Objects "Psi Function" Class

-- K --

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

-- L --

lactic Lactic Acid Concentration Measurement Data
lmrob MM-Estimators for Linear Regression
lmrob..M..fit Compute M-estimators of regression
lmrob.control Tuning parameters for lmrob
lmrob.fit.MM MM-estimator for regression
lmrob.S S-regression estimators
los Length of Stay Data
ltsPlot Robust LTS Regression Diagnostic Plots
ltsReg Least Trimmed Squares Robust (High Breakdown) Regression

-- M --

mc Medcouple, a Robust Measure of Skewness
milk Daudin's Milk Composition Data
model.matrix.lmrob Summary Method for "lmrob" Objects

-- N --

nlrob Robust Fitting of Nonlinear Regression Models
NOxEmissions NOx Air Pollution Data

-- P --

pension Pension Funds Data
phosphor Phosphorus Content Data
pilot Pilot-Plant Data
plot.lmrob Plot Method for "lmrob" Objects
plot.lts Robust LTS Regression Diagnostic Plots
plot.mcd Robust Distance Plots
possum.mat Possum Diversity Data
possumDiv Possum Diversity Data
predict.lmrob Summary Method for "lmrob" Objects
predict.nlrob Robust Fitting of Nonlinear Regression Models
print.lmrob Print Method for Objects of Class "lmrob"
print.lts Least Trimmed Squares Robust (High Breakdown) Regression
print.mcd Robust Location and Scatter Estimation via MCD
print.summary.glmrob Summarizing Robust Fits of Generalized Linear Models
print.summary.lmrob Summary Method for "lmrob" Objects
print.summary.lts Summary Method for LTS objects
print.summary.mcd Summary Method for MCD objects
psiFunc Constructor for Objects "Psi Function" Class
psi_func-class Class of "Psi Functions" for M-Estimation
pulpfiber Pulp Fiber and Paper Data

-- Q --

Qn Robust Location-Free Scale Estimate More Efficient than MAD

-- R --

radarImage Satellite Radar Image Data from near Munich
residuals.nlrob Robust Fitting of Nonlinear Regression Models
rrcov.control Control object for the estimation parameters

-- S --

salinity Salinity Data
scaleTau2 Robust Tau-Estimate of Scale
SiegelsEx Siegel's Exact Fit Example Data
Sn Robust Location-Free Scale Estimate More Efficient than MAD
starsCYG Hertzsprung-Russell Diagram Data of Star Cluster CYG OB1
summarizeRobWeights Print a Nice "summary" of Robustness Weights
summary.glmrob Summarizing Robust Fits of Generalized Linear Models
summary.lmrob Summary Method for "lmrob" Objects
summary.lts Summary Method for LTS objects
summary.mcd Summary Method for MCD objects
summary.nlrob Summarizing Robust Fits of Nonlinear Regression Models
s_IQR Orthogonalized Gnanadesikan-Kettenring (OGK) Covariance Matrix Estimation
s_mad Orthogonalized Gnanadesikan-Kettenring (OGK) Covariance Matrix Estimation
s_Qn Robust Location-Free Scale Estimate More Efficient than MAD
s_Sn Robust Location-Free Scale Estimate More Efficient than MAD

-- T --

telef Number of International Calls from Belgium
tolEllipsePlot Tolerance Ellipse Plot
toxicity Toxicity of Carboxylic Acids Data
tukeyChi Tukey's "Chi", the Bi-square Loss (Rho) Function
tukeyPsi1 Tukey's Bi-square Score (Psi) Function and Derivative

-- V --

vaso Vaso Constriction Data Set
vcov.glmrob Summarizing Robust Fits of Generalized Linear Models
vcov.lmrob Summary Method for "lmrob" Objects

-- W --

wgt.himedian Weighted Hi-Median
wood Modified Data on Wood Specific Gravity