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robust (version 0.3-11)

Insightful Robust Library

Description

A package of robust methods.

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Version

Install

install.packages('robust')

Monthly Downloads

4,725

Version

0.3-11

License

GPL

Maintainer

Kjell Konis

Last Published

April 28th, 2010

Functions in robust (0.3-11)

panel.addons

Add Extras to fit.models Plots
.First.lib

First Run
coef.glmfm

Extract Model Coefficients
covfmScreePlot

Screeplot
lmfmResKernDenPlot

Residual Kernel Density Plot
lmRob.object

Robust Linear Model Objects
add1.lmRob

Add Terms to a Robust Linear Model Object
glmRob

Fit a Robust Generalized Linear Model
lmfmStdResPlot

Standardized Residual Plot
covRob

Robust Covariance/Correlation Matrix Estimation
breslow.dat

Breslow Data
covfmSqrtMDPlot

Side-by-Side (Square Root of) Mahalanobis Distances Plot
glmRob.cubif

Robust GLM CUBIF Fitter
anova.glmRob

ANOVA for Robust Generalized Linear Model Fits
glmRob.object

Robust Generalized Linear Model Fit
print.summary.glmRob

Print Method for summary.glmRob Objects
covfmDistance2Plot

Distance - Distance Plot
glmRob.mallows.control

Control for Mallows-type Robust GLM Estimator
plot.lmRob

Diagnostic Regression Plots
coef.lmfm

Extract Model Coefficients
lmfmSRvsRDPlot

Standardized Residuals versus Robust Distances Plot
glmRob.Initial.LMS

Initial LMS Coefficient Estimates for CUBIF Method
plot.glmfm

Comparison Plots for Generalized Linear Models
ccov

Classical Covariance Estimation
predict.glmRob

Predict Method for Robust Generalized Linear Model Fits
print.glmRob

Print Method for glmRob Objects
plot.covfm

Plot Method
predict.lmRob

Use predict() on an lmRob Object
lmRob.control

Control Parameters for Robust Linear Regression
glmRob.control

glmRob Control Parameters
print.summary.lmfm

Print Method for summary.lmfm Objects
anova.lmRob

ANOVA for Robust Linear Model Fits
lmfmSqrtResVsFittedPlot

Squared Root of Residuals versus Fitted Values Plot
arg.names

Argument Names
stop.on.bdObject

Stop on Big Data Object
covRob.control

Control Parameters for Robust Covariance Estimation
covfmEllipsesPlot

Ellipses Plot
summary.lmRob

Summarizing Robust Linear Model Fits
summary.covfm

Summary Method
glmRob.mallows

Mallows Type Estimator
lmRob.RFPE

Robust Final Prediction Errors
lmfmResVsFittedPlot

Residuals versus Fitted Values Plot
summary.glmRob

Summarizing Robust Generalized Linear Model Fits
lmfmOverlaidQQPlot

Overlaid QQ Plot
glmRob.cubif.control

Control Parameters for the Bounded Influence Robust GLM Estimator
print.summary.covfm

Print Methods for Cov* Summary Results
mallows.dat

Mallows Data
print.lmfm

Print Method for lmfm Objects
gen.data

Generate Data With Contamination
wt.carroll

Weight Functions
test.lmRob

Various Tests of Robust Regression Estimates
lmfmRespVsFittedPlot

Response versus Fitted Values Plot
get.fit.models.database

Model Comparison Database
key

Plot Key
glmRob.misclass

Consistent Misclassification Estimator
methods.glmRob

Methods for glmRob Generic Functions
glmRob.cubif.Ini

CUBIF Initialization
print.covfm

Print Method
undocumented.lmRob

Undocumented lmRob Helper Functions
s.logistic.misclass.fit

S Logistic Misclassification Fitter
fit.models

Model Comparison
lmRob

High Breakdown and High Efficiency Robust Linear Regression
lmRob.ucovcoef

Unscaled Covariance Matrix of Coefficient Estimates
plot.glmRob

Diagnostic Regression Plots
drop1.lmRob

Compute an Anova Object by Dropping Terms
lmRob.effvy

Constant for the Optimal Loss (Weight) Function
step.lmRob

Build a Model in a Stepwise Fashion
leuk.dat

Leuk Data
glmRob.misclass.control

Control for Misclassification Robust GLM Estimator
plot.lmfm

Comparison Plots for Linear Regression Models
weight.funs

Weight Functions Psi, Rho, Chi
print.lmRob

Print Method for lmRob Objects
print.summary.glmfm

Print Method for summary.glmfm Objects
summary.lmfm

Summary Method for lmfm Objects
undocumented.glmRob

Undocumented glmRob Helper Functions
rb

Robust Bootstrap Standard Errors
splus.assign

Assign Translator
lmfmResQQPlot

Residual QQ-Plots with Confidence Envelope
methods.lmRob

Methods for lmRob Generic Functions
glmRob.cubif.null

glmRob CUBIF Null Deviance
lmRob.fit.compute

Fit a Robust Linear Model
lmfmOverlaidResDenPlot

Overlaid Residual Density Plot
lmRob.ga

Estimation of S-Estimates with Genetic Algorithm
print.glmfm

Print Method for glmfm Objects
stack.dat

Brownlee's Stack-Loss Data
lmfm2DRegPlot

Data with Fit
woodmod.dat

Modified Wood Data
qqplot.glmRob

Theoretical Quantiles
update.lmRob

Update an lmRob Model Object
glmRob.misclass.w

Misclass Weights
print.summary.lmRob

Print Method for summary.lmRob Objects
summary.glmfm

Summary Method for glmfm Objects