Man pages for robustHD
Robust Methods for High-Dimensional Data

AIC.seqModelInformation criteria for a sequence of regression models
coefPlotCoefficient plot of a sequence of regression models
coef.seqModelExtract coefficients from a sequence of regression models
corHuberRobust correlation based on winsorization
critPlotOptimality criterion plot of a sequence of regression models
diagnosticPlotDiagnostic plots for a sequence of regression models
fitted.seqModelExtract fitted values from a sequence of regression models
getScaleExtract the residual scale of a robust regression model
grplars(Robust) groupwise least angle regression
lambda0Penalty parameter for sparse LTS regression
nci60NCI-60 cancer cell panel
partialOrderFind partial order of smallest or largest values
perry.seqModelResampling-based prediction error for a sequential regression...
plot.seqModelPlot a sequence of regression models
predict.seqModelPredict from a sequence of regression models
residuals.seqModelExtract residuals from a sequence of regression models
rlarsRobust least angle regression
robustHD-packageRobust Methods for High-Dimensional Data
rstandard.seqModelExtract standardized residuals from a sequence of regression...
setupCoefPlotSet up a coefficient plot of a sequence of regression models
setupCritPlotSet up an optimality criterion plot of a sequence of...
setupDiagnosticPlotSet up a diagnostic plot for a sequence of regression models
sparseLTSSparse least trimmed squares regression
standardizeData standardization
TopGearTop Gear car data
tsBlocksConstruct predictor blocks for time series models
tslars(Robust) least angle regression for time series data
tslarsP(Robust) least angle regression for time series data with...
weights.sparseLTSExtract outlier weights from sparse LTS regression models
winsorizeData cleaning by winsorization
robustHD documentation built on Sept. 27, 2023, 1:07 a.m.