RobAStBase: Robust Asymptotic Statistics

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Base S4-classes and functions for robust asymptotic statistics.

Author
Matthias Kohl [cre, cph], Peter Ruckdeschel [aut, cph], Mykhailo Pupashenko [ctb] (contributed wrapper functions for diagnostic plots), Gerald Kroisandt [ctb] (contributed testing routines), Peter Ruckdeschel [aut, cph], R Core Team [ctb, cph] (for source file 'format.perc')
Date of publication
2016-09-05 08:26:49
Maintainer
Matthias Kohl <Matthias.Kohl@stamats.de>
License
LGPL-3
Version
1.0
URLs

View on CRAN

Man pages

0RobAStBase-package
Robust Asymptotic Statistics
ALEstimate-class
ALEstimate-class.
BdStWeight-class
Robust Weight classes for bounded, standardized weights
biastype-methods
Methods for Function biastype in Package 'RobAStBase'
BoundedWeight-class
Robust Weight classes for bounded weights
checkIC
Generic Function for Checking ICs
comparePlot
Compare - Plots
ComparePlotWrapper
Wrapper function for function comparePlot
ContIC
Generating function for ContIC-class
ContIC-class
Influence curve of contamination type
ContNeighborhood
Generating function for ContNeighborhood-class
ContNeighborhood-class
Contamination Neighborhood
cutoff
Generating function(s) for class 'cutoff'
cutoff-class
Cutoff class for distance-distance plots
ddPlot-methods
Methods for Function ddPlot in Package 'RobAStBase'
evalIC
Generic function for evaluating ICs
FixRobModel
Generating function for FixRobModel-class
FixRobModel-class
Robust model with fixed (unconditional) neighborhood
generateIC
Generic function for the generation of influence curves
generateICfct
Generic Function for making ICs consistent at a possibly...
getBiasIC
Generic function for the computation of the asymptotic bias...
getBoundedIC
getBoundedIC
getFiRisk
Generic Function for Computation of Finite-Sample Risks
getRiskFctBV-methods
Methods for Function getRiskFctBV in Package 'RobAStBase'
getRiskIC
Generic function for the computation of a risk for an IC
getweight
Generating weights
HampelWeight-class
Robust Weight classes for weights of Hampel type
HampIC-class
Influence curve of Hampel type
IC
Generating function for IC-class
IC-class
Influence curve
InfluenceCurve
Generating function for InfluenceCurve-class
InfluenceCurve-class
Influence curve
infoPlot
Plot absolute and relative information
InfoPlotWrapper
Wrapper function for information plot method
InfRobModel
Generating function for InfRobModel-class
InfRobModel-class
Robust model with infinitesimal (unconditional) neighborhood
internal_GridHelpers
Internal / Helper functions of package RobAStBase for grids...
internal_plots
Internal / Helper functions of package RobAStBase for plot...
internals
Internal / Helper functions of package RobAStBase
internals_ddPlot
Internal / Helper functions of package RobAStBase for ddPlot
internals-qqplot
Internal functions for qqplot of package RobAStBase
interpolRisk-class
Interpolated Risks
kStepEstimate-class
kStepEstimate-class.
kStepEstimator
Function for the computation of k-step estimates
kStepEstimatorStart-methods
Methods for function kStepEstimator.start in Package...
locMEstimator
Generic function for the computation of location M estimates
makeIC-methods
Generic Function for making ICs consistent at a possibly...
masked-methods
Masked Methods from Packages 'stats' and 'graphics' in...
mergelists
Merging Lists
MEstimate-class
MEstimate-class.
mov2bckRef-methods
Methods for Functions moving from and to reference parameter...
Neighborhood-class
Neighborhood
normtype-methods
Methods for Function normtype in Package 'RobAStBase'
oneStepEstimator
Function for the computation of one-step estimates
optIC
Generic function for the computation of optimally robust ICs
OptionalInfluenceCurve-Class
Some helper Classes in package 'RobAStBase'
outlyingPlotIC
Function outlyingPlotIC in Package 'RobAStBase'
PlotICWrapper
Wrapper function for plot method for IC
plot-methods
Methods for Function plot in Package 'RobAStBase'
qqplot
Methods for Function qqplot in Package 'RobAStBase'
rescaleFunction-methods
Methods for Function rescaleFunction in Package 'RobAStBase'
RobAStBaseMASK
Masking of/by other functions in package "RobAStBase"
RobAStBaseOptions
Function to change the global variables of the package...
RobAStControl-class
Control classes in package RobAStBase
RobModel-class
Robust model
RobWeight-class
Robust Weight classes
samplesize-methods
Methods for Function samplesize in Package 'RobAStBase'
TotalVarIC
Generating function for TotalVarIC-class
TotalVarIC-class
Influence curve of total variation type
TotalVarNeighborhood
Generating function for TotalVarNeighborhood-class
TotalVarNeighborhood-class
Total variation neighborhood
UncondNeighborhood-class
Unconditional neighborhood

Files in this package

RobAStBase
RobAStBase/inst
RobAStBase/inst/TOBEDONE
RobAStBase/inst/CITATION
RobAStBase/inst/MASKING
RobAStBase/inst/NEWS
RobAStBase/inst/doc
RobAStBase/inst/doc/InfluenceCurve.pdf
RobAStBase/inst/doc/InfluenceCurve.eps
RobAStBase/inst/doc/RobModel.pdf
RobAStBase/inst/doc/RobWeight.pdf
RobAStBase/inst/doc/Neighborhood.pdf
RobAStBase/inst/doc/Neighborhood.eps
RobAStBase/inst/doc/RobModel.eps
RobAStBase/inst/doc/RobWeight.eps
RobAStBase/NAMESPACE
RobAStBase/R
RobAStBase/R/IC.R
RobAStBase/R/utils.R
RobAStBase/R/RobAStBaseOptions.R
RobAStBase/R/kStepEstimator.R
RobAStBase/R/move2bckRefParam.R
RobAStBase/R/AllPlot.R
RobAStBase/R/ddPlot_utils.R
RobAStBase/R/selectorder.R
RobAStBase/R/InfRobModel.R
RobAStBase/R/masked.R
RobAStBase/R/TotalVarIC.R
RobAStBase/R/outlyingPlot.R
RobAStBase/R/kStepEstimatorStart.R
RobAStBase/R/ContIC.R
RobAStBase/R/qqplot.R
RobAStBase/R/generateICfct.R
RobAStBase/R/AllClass.R
RobAStBase/R/control.R
RobAStBase/R/getRiskIC_UnOvShoot.R
RobAStBase/R/UncondNeighborhood.R
RobAStBase/R/getboundedIC.R
RobAStBase/R/00internal.R
RobAStBase/R/RobModel.R
RobAStBase/R/bALEstimate.R
RobAStBase/R/getRiskIC.R
RobAStBase/R/kStepEstimate.R
RobAStBase/R/AllShow.R
RobAStBase/R/interpolRisks.R
RobAStBase/R/Neighborhood.R
RobAStBase/R/comparePlot.R
RobAStBase/R/cutoff-class.R
RobAStBase/R/plotRescaledAxis.R
RobAStBase/R/oneStepEstimator.R
RobAStBase/R/plotWrapper.R
RobAStBase/R/getFiRisk.R
RobAStBase/R/AllGeneric.R
RobAStBase/R/InfluenceCurve.R
RobAStBase/R/ddPlot.R
RobAStBase/R/makedots.R
RobAStBase/R/internalGridHelpers.R
RobAStBase/R/getRiskBV.R
RobAStBase/R/infoPlot.R
RobAStBase/R/locMEstimator.R
RobAStBase/R/Weights.R
RobAStBase/R/FixRobModel.R
RobAStBase/R/plotUtils.R
RobAStBase/R/rescaleFct.R
RobAStBase/R/optIC.R
RobAStBase/R/getBiasIC.R
RobAStBase/R/HampIC.R
RobAStBase/MD5
RobAStBase/DESCRIPTION
RobAStBase/man
RobAStBase/man/internal_GridHelpers.Rd
RobAStBase/man/InfRobModel-class.Rd
RobAStBase/man/masked-methods.Rd
RobAStBase/man/internals-qqplot.Rd
RobAStBase/man/HampIC-class.Rd
RobAStBase/man/internals_ddPlot.Rd
RobAStBase/man/plot-methods.Rd
RobAStBase/man/HampelWeight-class.Rd
RobAStBase/man/rescaleFunction-methods.Rd
RobAStBase/man/qqplot.Rd
RobAStBase/man/MEstimate-class.Rd
RobAStBase/man/Neighborhood-class.Rd
RobAStBase/man/getBiasIC.Rd
RobAStBase/man/0RobAStBase-package.Rd
RobAStBase/man/ComparePlotWrapper.Rd
RobAStBase/man/generateICfct.Rd
RobAStBase/man/FixRobModel.Rd
RobAStBase/man/getRiskFctBV-methods.Rd
RobAStBase/man/kStepEstimate-class.Rd
RobAStBase/man/ContNeighborhood.Rd
RobAStBase/man/evalIC.Rd
RobAStBase/man/biastype-methods.Rd
RobAStBase/man/oneStepEstimator.Rd
RobAStBase/man/ContNeighborhood-class.Rd
RobAStBase/man/generateIC.Rd
RobAStBase/man/makeIC-methods.Rd
RobAStBase/man/BdStWeight-class.Rd
RobAStBase/man/InfoPlotWrapper.Rd
RobAStBase/man/FixRobModel-class.Rd
RobAStBase/man/locMEstimator.Rd
RobAStBase/man/TotalVarNeighborhood.Rd
RobAStBase/man/optIC.Rd
RobAStBase/man/IC-class.Rd
RobAStBase/man/kStepEstimatorStart-methods.Rd
RobAStBase/man/RobWeight-class.Rd
RobAStBase/man/RobAStBaseOptions.Rd
RobAStBase/man/getBoundedIC.Rd
RobAStBase/man/getRiskIC.Rd
RobAStBase/man/TotalVarIC.Rd
RobAStBase/man/BoundedWeight-class.Rd
RobAStBase/man/InfRobModel.Rd
RobAStBase/man/normtype-methods.Rd
RobAStBase/man/internals.Rd
RobAStBase/man/ALEstimate-class.Rd
RobAStBase/man/infoPlot.Rd
RobAStBase/man/InfluenceCurve.Rd
RobAStBase/man/cutoff-class.Rd
RobAStBase/man/IC.Rd
RobAStBase/man/PlotICWrapper.Rd
RobAStBase/man/InfluenceCurve-class.Rd
RobAStBase/man/ContIC-class.Rd
RobAStBase/man/outlyingPlotIC.Rd
RobAStBase/man/TotalVarNeighborhood-class.Rd
RobAStBase/man/checkIC.Rd
RobAStBase/man/getweight.Rd
RobAStBase/man/RobAStBaseMASK.Rd
RobAStBase/man/TotalVarIC-class.Rd
RobAStBase/man/internal_plots.Rd
RobAStBase/man/mergelists.Rd
RobAStBase/man/ContIC.Rd
RobAStBase/man/UncondNeighborhood-class.Rd
RobAStBase/man/ddPlot-methods.Rd
RobAStBase/man/RobAStControl-class.Rd
RobAStBase/man/cutoff.Rd
RobAStBase/man/mov2bckRef-methods.Rd
RobAStBase/man/OptionalInfluenceCurve-Class.Rd
RobAStBase/man/kStepEstimator.Rd
RobAStBase/man/RobModel-class.Rd
RobAStBase/man/interpolRisk-class.Rd
RobAStBase/man/comparePlot.Rd
RobAStBase/man/samplesize-methods.Rd
RobAStBase/man/getFiRisk.Rd