Insightful Robust Library


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Documentation for package ‘robust’ version 0.3-9

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A B C D F G K L M P Q R S T U W

-- --

.First.lib First Run

-- A --

add1.lmRob Add Terms to a Robust Linear Model Object
anova.glmRob ANOVA for Robust Generalized Linear Model Fits
anova.glmRoblist ANOVA for Robust Generalized Linear Model Fits
anova.lmRob ANOVA for Robust Linear Model Fits
anova.lmRoblist ANOVA for Robust Linear Model Fits
arg.names Argument Names

-- B --

breslow.dat Breslow Data

-- C --

ccov Classical Covariance Estimation
chi.weight Weight Functions Psi, Rho, Chi
coef.glmfm Extract Model Coefficients
coef.glmRob Methods for glmRob Generic Functions
coef.lmfm Extract Model Coefficients
coef.lmRob Methods for lmRob Generic Functions
cov Classical Covariance Estimation
covfmDistance2Plot Distance - Distance Plot
covfmEllipsesPlot Ellipses Plot
covfmScreePlot Screeplot
covfmSqrtMDPlot Side-by-Side (Square Root of) Mahalanobis Distances Plot
covRob Robust Covariance/Correlation Matrix Estimation
covRob.control Control Parameters for Robust Covariance Estimation

-- D --

deviance.lmRob Methods for lmRob Generic Functions
drop1.lmRob Compute an Anova Object by Dropping Terms

-- F --

family.glmRob Methods for glmRob Generic Functions
fit.models Model Comparison
formula.lmRob Methods for lmRob Generic Functions

-- G --

gen.data Generate Data With Contamination
get.fit.models.database Model Comparison Database
glmRob Fit a Robust Generalized Linear Model
glmRob.control glmRob Control Parameters
glmRob.cubif Robust GLM CUBIF Fitter
glmRob.cubif.control Control Parameters for the Bounded Influence Robust GLM Estimator
glmRob.cubif.Ini CUBIF Initialization
glmRob.cubif.null glmRob CUBIF Null Deviance
glmRob.gfedca Undocumented glmRob Helper Functions
glmRob.gicstp Undocumented glmRob Helper Functions
glmRob.gintac Undocumented glmRob Helper Functions
glmRob.glmdev Undocumented glmRob Helper Functions
glmRob.gymain Undocumented glmRob Helper Functions
glmRob.gytstp Undocumented glmRob Helper Functions
glmRob.Initial.LMS Initial LMS Coefficient Estimates for CUBIF Method
glmRob.ktaskw Undocumented glmRob Helper Functions
glmRob.mallows Mallows Type Estimator
glmRob.mallows.control Control for Mallows-type Robust GLM Estimator
glmRob.misclass Consistent Misclassification Estimator
glmRob.misclass.control Control for Misclassification Robust GLM Estimator
glmRob.misclass.F Misclass Weights
glmRob.misclass.f Misclass Weights
glmRob.misclass.G Misclass Weights
glmRob.misclass.g Misclass Weights
glmRob.misclass.w Misclass Weights
glmRob.object Robust Generalized Linear Model Fit

-- K --

key Plot Key

-- L --

labels.glmRob Methods for glmRob Generic Functions
labels.lmRob Methods for lmRob Generic Functions
leuk.dat Leuk Data
lmfm2DRegPlot Data with Fit
lmfmOverlaidQQPlot Overlaid QQ Plot
lmfmOverlaidResDenPlot Overlaid Residual Density Plot
lmfmResKernDenPlot Residual Kernel Density Plot
lmfmRespVsFittedPlot Response versus Fitted Values Plot
lmfmResQQPlot Residual QQ-Plots with Confidence Envelope
lmfmResVsFittedPlot Residuals versus Fitted Values Plot
lmfmSqrtResVsFittedPlot Squared Root of Residuals versus Fitted Values Plot
lmfmSRvsRDPlot Standardized Residuals versus Robust Distances Plot
lmfmStdResPlot Standardized Residual Plot
lmRob High Breakdown and High Efficiency Robust Linear Regression
lmRob.const Undocumented lmRob Helper Functions
lmRob.control Control Parameters for Robust Linear Regression
lmRob.eff0 Undocumented lmRob Helper Functions
lmRob.effad Undocumented lmRob Helper Functions
lmRob.effvy Constant for the Optimal Loss (Weight) Function
lmRob.fit Undocumented lmRob Helper Functions
lmRob.fit.compute Fit a Robust Linear Model
lmRob.ga Estimation of S-Estimates with Genetic Algorithm
lmRob.lar Undocumented lmRob Helper Functions
lmRob.object Robust Linear Model Objects
lmRob.RFPE Robust Final Prediction Errors
lmRob.ucovcoef Unscaled Covariance Matrix of Coefficient Estimates
lmRob.wfit Undocumented lmRob Helper Functions
lmRob.wm Undocumented lmRob Helper Functions

-- M --

mallows.dat Mallows Data
model.frame.glmRob Methods for glmRob Generic Functions
model.frame.lmRob Methods for lmRob Generic Functions
model.matrix.glmRob Methods for glmRob Generic Functions
model.matrix.lmRob Methods for lmRob Generic Functions

-- P --

panel.addons Add Extras to fit.models Plots
plot.cov Plot Method
plot.covfm Plot Method
plot.covRob Plot Method
plot.glmfm Comparison Plots for Generalized Linear Models
plot.glmRob Diagnostic Regression Plots
plot.lmfm Comparison Plots for Linear Regression Models
plot.lmRob Diagnostic Regression Plots
predict.glmRob Predict Method for Robust Generalized Linear Model Fits
predict.lmRob Use predict() on an lmRob Object
print.cov Print Method
print.covfm Print Method
print.covRob Print Method
print.glmfm Print Method for glmfm Objects
print.glmRob Print Method for glmRob Objects
print.lmfm Print Method for lmfm Objects
print.lmRob Print Method for lmRob Objects
print.summary.cov Print Methods for Cov* Summary Results
print.summary.covfm Print Methods for Cov* Summary Results
print.summary.covRob Print Methods for Cov* Summary Results
print.summary.glmfm Print Method for summary.glmfm Objects
print.summary.glmRob Print Method for summary.glmRob Objects
print.summary.lmfm Print Method for summary.lmfm Objects
print.summary.lmRob Print Method for summary.lmRob Objects
psi.weight Weight Functions Psi, Rho, Chi
psp.weight Weight Functions Psi, Rho, Chi

-- Q --

qqplot.glmRob Theoretical Quantiles

-- R --

rb Robust Bootstrap Standard Errors
residuals.glmRob Methods for glmRob Generic Functions
residuals.lmRob Methods for lmRob Generic Functions
rho.weight Weight Functions Psi, Rho, Chi

-- S --

s.logistic.misclass.fit S Logistic Misclassification Fitter
splus.assign Assign Translator
stack.dat Brownlee's Stack-Loss Data
step.lmRob Build a Model in a Stepwise Fashion
stop.on.bdObject Stop on Big Data Object
summary.cov Summary Method
summary.covfm Summary Method
summary.covRob Summary Method
summary.glmfm Summary Method for glmfm Objects
summary.glmRob Summarizing Robust Generalized Linear Model Fits
summary.lmfm Summary Method for lmfm Objects
summary.lmRob Summarizing Robust Linear Model Fits

-- T --

test.lmRob Various Tests of Robust Regression Estimates

-- U --

update.lmRob Update an lmRob Model Object

-- W --

weights.lmRob Methods for lmRob Generic Functions
woodmod.dat Modified Wood Data
wt.carroll Weight Functions
wt.huber Weight Functions