RobAStBase: Robust Asymptotic Statistics

Base S4-classes and functions for robust asymptotic statistics.

AuthorMatthias 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 publication2016-09-05 08:26:49
MaintainerMatthias Kohl <Matthias.Kohl@stamats.de>
LicenseLGPL-3
Version1.0
http://robast.r-forge.r-project.org/

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

Functions

addInfo<- Man page
addInfo<-,InfluenceCurve-method Man page
addRisk<- Man page
addRisk<-,InfluenceCurve-method Man page
ALEstimate-class Man page
asbias Man page
asbias,ALEstimate-method Man page
BdStWeight-class Man page
biastype Man page
biastype,HampIC-method Man page
biastype,interpolRisk-method Man page
BoundedWeight-class Man page
CallL2Fam Man page
CallL2Fam<- Man page
CallL2Fam<-,ContIC-method Man page
CallL2Fam<-,IC-method Man page
CallL2Fam,IC-method Man page
CallL2Fam<-,TotalVarIC-method Man page
cent Man page
cent<- Man page
cent<-,ContIC-method Man page
cent,ContIC-method Man page
center Man page
center<- Man page
center<-,RobModel-method Man page
center,RobModel-method Man page
cent<-,HampelWeight-method Man page
cent,HampelWeight-method Man page
.cexscale Man page
checkIC Man page
checkIC,IC,L2ParamFamily-method Man page
checkIC,IC,missing-method Man page
clip Man page
clip<- Man page
clip,ANY-method Man page
clip<-,BoundedWeight-method Man page
clip,BoundedWeight-method Man page
clip<-,ContIC-method Man page
clip,ContIC-method Man page
clipLo Man page
clipLo<- Man page
clipLo<-,TotalVarIC-method Man page
clipLo,TotalVarIC-method Man page
clip-methods Man page
clip,TotalVarIC-method Man page
clipUp Man page
clipUp<- Man page
clipUp<-,TotalVarIC-method Man page
clipUp,TotalVarIC-method Man page
comparePlot Man page
ComparePlot Man page
comparePlot,IC,IC-method Man page
comparePlot-methods Man page
confint,ALEstimate,asymmetricBias-method Man page
confint,ALEstimate,missing-method Man page
confint,ALEstimate,onesidedBias-method Man page
confint,ALEstimate,symmetricBias-method Man page
ContIC Man page
ContIC-class Man page
ContNeighborhood Man page
ContNeighborhood-class Man page
Curve Man page
Curve,InfluenceCurve-method Man page
cutoff Man page
cutoff.chisq Man page
cutoff-class Man page
cutoff.quant Man page
cutoff.quantile Man page
cutoff.quantile<- Man page
cutoff.quantile<-,cutoff-method Man page
cutoff.quantile,cutoff-method Man page
cutoff.sememp Man page
ddPlot Man page
ddPlot,data.frame-method Man page
.ddPlot.MatNtNtCoCo Man page
ddPlot,matrix-method Man page
ddPlot-methods Man page
ddPlot,numeric-method Man page
Domain,InfluenceCurve-method Man page
.eq Man page
evalIC Man page
evalIC,IC,matrix-method Man page
evalIC,IC,numeric-method Man page
.fadeColor Man page
fct,cutoff-method Man page
FixRobModel Man page
FixRobModel-class Man page
generateIC Man page
generateIC,ContNeighborhood,L2ParamFamily-method Man page
generateIC.fct Man page
generateIC.fct-methods Man page
generateIC.fct,UncondNeighborhood,L2ParamFamily-method Man page
generateIC,TotalVarNeighborhood,L2ParamFamily-method Man page
getBiasIC Man page
getBiasIC,IC,UncondNeighborhood-method Man page
getBiasIC-methods Man page
getBoundedIC Man page
.getDimsTD Man page
.getDistr Man page
getFiRisk Man page
getFiRisk,fiUnOvShoot,Norm,ContNeighborhood-method Man page
getFiRisk,fiUnOvShoot,Norm,TotalVarNeighborhood-method Man page
getFiRisk-methods Man page
getRiskFctBV Man page
getRiskFctBV,asGRisk,ANY-method Man page
getRiskFctBV,asMSE,ANY-method Man page
getRiskFctBV,asSemivar,asymmetricBias-method Man page
getRiskFctBV,asSemivar,onesidedBias-method Man page
getRiskFctBV,interpolRisk,ANY-method Man page
getRiskFctBV-methods Man page
getRiskIC Man page
getRiskIC,IC,asBias,UncondNeighborhood,L2ParamFamily-method Man page
getRiskIC,IC,asBias,UncondNeighborhood,missing-method Man page
getRiskIC,IC,asCov,missing,L2ParamFamily-method Man page
getRiskIC,IC,asCov,missing,missing-method Man page
getRiskIC,IC,asMSE,UncondNeighborhood,L2ParamFamily-method Man page
getRiskIC,IC,asMSE,UncondNeighborhood,missing-method Man page
getRiskIC,IC,fiUnOvShoot,ContNeighborhood,missing-method Man page
getRiskIC,IC,fiUnOvShoot,TotalVarNeighborhood,missing-method Man page
getRiskIC,IC,trAsCov,missing,L2ParamFamily-method Man page
getRiskIC,IC,trAsCov,missing,missing-method Man page
getRiskIC-methods Man page
getRiskIC,TotalVarIC,asUnOvShoot,UncondNeighborhood,missing-meth Man page
getRobAStBaseOption Man page
getweight Man page
getweight,BdStWeight,TotalVarNeighborhood,BiasType-method Man page
getweight,HampelWeight,ContNeighborhood,asymmetricBias-method Man page
getweight,HampelWeight,ContNeighborhood,BiasType-method Man page
getweight,HampelWeight,ContNeighborhood,onesidedBias-method Man page
getweight-methods Man page
HampelWeight-class Man page
HampIC-class Man page
IC Man page
IC-class Man page
ICList Man page
ICList,kStepEstimate-method Man page
InfluenceCurve Man page
InfluenceCurve-class Man page
infoPlot Man page
InfoPlot Man page
infoPlot,IC-method Man page
infoPlot-methods Man page
Infos Man page
Infos<- Man page
Infos<-,InfluenceCurve-method Man page
Infos,InfluenceCurve-method Man page
InfRobModel Man page
InfRobModel-class Man page
internal_helpers_for_producing_grids_in_plots_RobAStBase Man page
internals_for_qqplot Man page
internals_for_RobAStBase Man page
internals_for_RobAStBase_ddPlot Man page
internals_for_RobAStBase_plot Man page
interpolRisk-class Man page
kStepEstimate-class Man page
kStepEstimator Man page
kStepEstimator.start Man page
kStepEstimator.start,Estimate-method Man page
kStepEstimator.start,function-method Man page
kStepEstimator.start-methods Man page
kStepEstimator.start,numeric-method Man page
ksteps Man page
ksteps,kStepEstimate-method Man page
kStepUseLast Man page
.legendCoord Man page
locMEstimator Man page
locMEstimator-methods Man page
locMEstimator,numeric,InfluenceCurve-method Man page
lowerCase Man page
lowerCase<- Man page
lowerCase<-,ContIC-method Man page
lowerCase,HampIC-method Man page
lowerCase<-,TotalVarIC-method Man page
.makedotsLowLevel Man page
.makedotsP Man page
makeIC Man page
makeIC,function,L2ParamFamily-method Man page
makeIC,IC,L2ParamFamily-method Man page
makeIC,IC,missing-method Man page
makeIC,list,L2ParamFamily-method Man page
makeIC-methods Man page
Map,InfluenceCurve-method Man page
maskedMethods Man page
MASKING Man page
MBRRisk Man page
MBRRisk-class Man page
.merge.lists Man page
MEstimate-class Man page
minbiasweight Man page
minbiasweight,BdStWeight,TotalVarNeighborhood,BiasType-method Man page
minbiasweight,HampelWeight,ContNeighborhood,asymmetricBias-metho Man page
minbiasweight,HampelWeight,ContNeighborhood,BiasType-method Man page
minbiasweight,HampelWeight,ContNeighborhood,onesidedBias-method Man page
minbiasweight-methods Man page
modifyIC Man page
modifyIC,IC-method Man page
moveICBackFromRefParam Man page
moveICBackFromRefParam,HampIC,L2ParamFamily-method Man page
moveICBackFromRefParam,IC,L2LocationFamily-method Man page
moveICBackFromRefParam,IC,L2LocationScaleFamily-method Man page
moveICBackFromRefParam,IC,L2ParamFamily-method Man page
moveICBackFromRefParam,IC,L2ScaleFamily-method Man page
moveICBackFromRefParam-methods Man page
moveL2Fam2RefParam Man page
moveL2Fam2RefParam,L2LocationFamily-method Man page
moveL2Fam2RefParam,L2LocationScaleFamily-method Man page
moveL2Fam2RefParam,L2ParamFamily-method Man page
moveL2Fam2RefParam,L2ScaleFamily-method Man page
moveL2Fam2RefParam-methods Man page
Mroot Man page
Mroot,MEstimate-method Man page
name,cutoff-method Man page
name<-,InfluenceCurve-method Man page
name,InfluenceCurve-method Man page
name<-,RobAStControl-method Man page
name,RobAStControl-method Man page
name,RobModel-method Man page
name<-,RobWeight-method Man page
name,RobWeight-method Man page
neighbor Man page
neighbor<- Man page
neighbor,ContIC-method Man page
neighbor<-,FixRobModel-method Man page
Neighborhood-class Man page
neighbor<-,InfRobModel-method Man page
neighborRadius Man page
neighborRadius<- Man page
neighborRadius<-,HampIC-method Man page
neighborRadius,HampIC-method Man page
neighbor<-,RobModel-method Man page
neighbor,RobModel-method Man page
neighbor,TotalVarIC-method Man page
normtype Man page
normtype,HampIC-method Man page
normtype,interpolRisk-method Man page
OMSRRisk Man page
OMSRRisk-class Man page
oneStepEstimator Man page
optIC Man page
optIC,L2ParamFamily,asCov-method Man page
optIC-methods Man page
OptionalInfluenceCurve-class Man page
OptionalpICList-class Man page
outlyingPlotIC Man page
pIC Man page
pIC,ALEstimate-method Man page
pICList Man page
pICList-class Man page
pICList,kStepEstimate-method Man page
plot Man page
PlotIC Man page
plot,IC,missing-method Man page
plot,IC,numeric-method Man page
plot-methods Man page
.plotRescaledAxis Man page
.producePanelFirstS Man page
qqplot Man page
qqplot,ANY,InfRobModel-method Man page
qqplot,ANY,kStepEstimate-method Man page
qqplot,ANY,RobModel-method Man page
qqplot-methods Man page
radius Man page
radius<- Man page
radius<-,Neighborhood-method Man page
radius,Neighborhood-method Man page
Range,InfluenceCurve-method Man page
.rescalefct Man page
rescaleFunction Man page
rescaleFunction,ANY-method Man page
rescaleFunction-methods Man page
Risks Man page
Risks<- Man page
Risks<-,InfluenceCurve-method Man page
Risks,InfluenceCurve-method Man page
RMXRRisk Man page
RMXRRisk-class Man page
RobAStBase Man page
RobAStBaseMASK Man page
RobAStBaseOptions Man page
RobAStBase-package Man page
RobAStControl-class Man page
RobModel-class Man page
RobWeight-class Man page
samplesize Man page
samplesize<- Man page
samplesize<-,interpolRisk-method Man page
samplesize,interpolRisk-method Man page
.SelectOrderData Man page
show,ALEstimate-method Man page
show,ContIC-method Man page
show,FixRobModel-method Man page
show,IC-method Man page
show,InfluenceCurve-method Man page
show,InfRobModel-method Man page
show,kStepEstimate-method Man page
show,MEstimate-method Man page
show,Neighborhood-method Man page
show,OptionalpICList-method Man page
show,pICList-method Man page
show,TotalVarIC-method Man page
stand Man page
stand<- Man page
stand<-,BdStWeight-method Man page
stand,BdStWeight-method Man page
stand<-,ContIC-method Man page
stand,HampIC-method Man page
stand<-,TotalVarIC-method Man page
start Man page
start,ANY-method Man page
StartClass-class Man page
start,kStepEstimate-method Man page
start-methods Man page
startval Man page
startval,kStepEstimate-method Man page
steps Man page
steps,kStepEstimate-method Man page
TotalVarIC Man page
TotalVarIC-class Man page
TotalVarNeighborhood Man page
TotalVarNeighborhood-class Man page
trafo<-,RobModel-method Man page
trafo,RobModel,missing-method Man page
type,Neighborhood-method Man page
uksteps Man page
uksteps,kStepEstimate-method Man page
UncondNeighborhood-class Man page
ustartval Man page
ustartval,kStepEstimate-method Man page
weight Man page
weight<- Man page
weight,HampIC-method Man page
weight<--methods Man page
weight<-,RobWeight-method Man page
weight,RobWeight-method Man page

Files

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.