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robust (version 0.3-19)

Insightful Robust Library

Description

A package of robust methods.

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Version

Install

install.packages('robust')

Monthly Downloads

4,725

Version

0.3-19

License

GPL

Maintainer

Kjell Konis

Last Published

April 23rd, 2012

Functions in robust (0.3-19)

glmRob.mallows.control

Control for Mallows-type Robust GLM Estimator
mallows.dat

Mallows Data
glmRob.misclass.w

Misclass Weights
covRob

Robust Covariance/Correlation Matrix Estimation
glmRob.misclass.control

Control for Misclassification Robust GLM Estimator
anova.glmRob

ANOVA for Robust Generalized Linear Model Fits
covfmDistancePlot

Distance - Distance Plot
coef.lmfm

Extract Model Coefficients
lmfmResVsFittedPlot

Residuals versus Fitted Values Plot
lmfmResQQPlot

Residual QQ Plot
glmRob.cubif

Robust GLM CUBIF Fitter
glmRob.Initial.LMS

Initial LMS Coefficient Estimates for CUBIF Method
lmfm2DRegPlot

Scatter Plot with Overlaid Fit(s)
breslow.dat

Breslow Data
test.lmRob

Various Tests of Robust Regression Estimates
plot.lmRob

Diagnostic Regression Plots
lmfmRespVsFittedPlot

Response versus Fitted Values Plot
arg.names

Argument Names
glmRob

Fit a Robust Generalized Linear Model
add1.lmRob

Add Terms to a Robust Linear Model Object
print.glmRob

Print Method for glmRob Objects
qqplot.glmRob

Theoretical Quantiles
plot.glmfm

Comparison Plots for Generalized Linear Models
lmfmSqrtResVsFittedPlot

Square Root of Absolute Residuals vs. Fitted Values Plot
.onLoad

First Run
covRob.control

Control Parameters for Robust Covariance Estimation
gen.data

Generate Data With Contamination
print.summary.glmRob

Print Method for summary.glmRob Objects
print.summary.lmRob

Print Method for summary.lmRob Objects
covfmScreePlot

Screeplot
methods.glmRob

Methods for glmRob Generic Functions
weight.funs

Weight Functions Psi, Rho, Chi
covfmEllipsesPlot

Ellipses Plot
methods.lmRob

Methods for lmRob Generic Functions
lmRob.fit.compute

Fit a Robust Linear Model
update.lmRob

Update an lmRob Model Object
lmRob

High Breakdown and High Efficiency Robust Linear Regression
summary.covfm

Summary Method
ccov

Classical Covariance Estimation
lmfmResKernDenPlot

Kernel Density Estimate of Residuals
glmRob.control

glmRob Control Parameters
glmRob.object

Robust Generalized Linear Model Fit
panel.addons

Add Extras to fit.models Plots
glmRob.cubif.null

glmRob CUBIF Null Deviance
predict.glmRob

Predict Method for Robust Generalized Linear Model Fits
print.summary.covfm

Print Methods for Cov* Summary Results
glmRob.mallows

Mallows Type Estimator
glmRob.misclass

Consistent Misclassification Estimator
fit.models

Model Comparison
summary.lmfm

Summary Method for lmfm Objects
lmRob.ga

Estimation of S-Estimates with Genetic Algorithm
glmRob.cubif.Ini

CUBIF Initialization
glmRob.cubif.control

Control Parameters for the Bounded Influence Robust GLM Estimator
s.logistic.misclass.fit

S Logistic Misclassification Fitter
undocumented.glmRob

Undocumented glmRob Helper Functions
wt.carroll

Weight Functions
get.fit.models.database

Model Comparison Database
covfmSqrtMDPlot

Side-by-Side (Square Root of) Mahalanobis Distances Plot
lmRob.RFPE

Robust Final Prediction Errors
print.covfm

Print Method
lmfmOverlaidQQPlot

Overlaid Normal QQ Plot of Residuals
lmfmResVsRDPlot

Residuals vs. Robust Distances Plot
lmfmOverlaidResDenPlot

Overlaid Kernel Density Estimate of Residuals
print.lmfm

Print Method for lmfm Objects
print.glmfm

Print Method for glmfm Objects
summary.lmRob

Summarizing Robust Linear Model Fits
summary.glmRob

Summarizing Robust Generalized Linear Model Fits
drop1.lmRob

Compute an Anova Object by Dropping Terms
lmRob.control

Control Parameters for Robust Linear Regression
print.summary.lmfm

Print Method for summary.lmfm Objects
lmRob.effvy

Constant for the Optimal Loss (Weight) Function
leuk.dat

Leuk Data
woodmod.dat

Modified Wood Data
lmfmResVsIdxPlot

Residuals vs. Index (Time) Plot
plot.lmfm

Comparison Plots for Linear Regression Models
print.summary.glmfm

Print Method for summary.glmfm Objects
print.lmRob

Print Method for lmRob Objects
summary.glmfm

Summary Method for glmfm Objects
predict.lmRob

Use predict() on an lmRob Object
lmRob.ucovcoef

Unscaled Covariance Matrix of Coefficient Estimates
stack.dat

Brownlee's Stack-Loss Data
anova.lmRob

ANOVA for Robust Linear Model Fits
coef.glmfm

Extract Model Coefficients
lmRob.object

Robust Linear Model Objects
plot.covfm

Plot Method
undocumented.lmRob

Undocumented lmRob Helper Functions
plot.glmRob

Diagnostic Regression Plots
step.lmRob

Build a Model in a Stepwise Fashion
rb

Robust Bootstrap Standard Errors