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RobAStBase (version 1.2.6)

Robust Asymptotic Statistics

Description

Base S4-classes and functions for robust asymptotic statistics.

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Version

Install

install.packages('RobAStBase')

Monthly Downloads

612

Version

1.2.6

License

LGPL-3

Maintainer

Matthias Kohl

Last Published

September 2nd, 2024

Functions in RobAStBase (1.2.6)

InfluenceCurve-class

Influence curve
InfoPlot

Wrapper function for information plot method
FixRobModel

Generating function for FixRobModel-class
IC

Generating function for IC-class
HampIC-class

Influence curve of Hampel type
HampelWeight-class

Robust Weight classes for weights of Hampel type
InfluenceCurve

Generating function for InfluenceCurve-class
InfRobModel

Generating function for InfRobModel-class
InfRobModel-class

Robust model with infinitesimal (unconditional) neighborhood
IC-class

Influence curve
MEstimate-class

MEstimate-class.
PlotIC

Wrapper function for plot method for IC
RobModel-class

Robust model
RobAStControl-class

Control classes in package RobAStBase
RobWeight-class

Robust Weight classes
TotalVarIC-class

Influence curve of total variation type
RobAStBaseOptions

Function to change the global variables of the package `RobAStBase'
OptionalInfluenceCurve-class

Some helper Classes in package 'RobAStBase'
Neighborhood-class

Neighborhood
RobAStBaseMASK

Masking of/by other functions in package "RobAStBase"
ddPlot-methods

Methods for Function ddPlot in Package `RobAStBase'
biastype-methods

Methods for Function biastype in Package `RobAStBase'
comparePlot-methods

Compare - Plots
cutoff

Generating function(s) for class 'cutoff'
cutoff-class

Cutoff class for distance-distance plots
TotalVarNeighborhood

Generating function for TotalVarNeighborhood-class
UncondNeighborhood-class

Unconditional neighborhood
checkIC

Generic Function for Checking ICs
TotalVarIC

Generating function for TotalVarIC-class
TotalVarNeighborhood-class

Total variation neighborhood
getRiskFctBV-methods

Methods for Function getRiskFctBV in Package `RobAStBase'
getBoundedIC

getBoundedIC
getBiasIC

Generic function for the computation of the asymptotic bias for an IC
generateIC.fct-methods

Generic Function for making ICs consistent at a possibly different model
generateIC

Generic function for the generation of influence curves
getRiskIC

Generic function for the computation of a risk for an IC
infoPlot

Plot absolute and relative information
getFiRisk

Generic Function for Computation of Finite-Sample Risks
evalIC

Generic function for evaluating ICs
getweight-methods

Generating weights
internal_helpers_for_producing_grids_in_plots_RobAStBase

Internal / Helper functions of package RobAStBase for grids in plot functions
internals_for_qqplot

Internal functions for qqplot of package RobAStBase
kStepEstimator

Function for the computation of k-step estimates
kStepEstimate-class

kStepEstimate-class.
interpolRisk-class

Interpolated Risks
internals_for_RobAStBase_ddPlot

Internal / Helper functions of package RobAStBase for ddPlot
internals_for_RobAStBase

Internal / Helper functions of package RobAStBase
internals_for_RobAStBase_plot

Internal / Helper functions of package RobAStBase for plot functions
kStepEstimator.start-methods

Methods for function kStepEstimator.start in Package `RobAStBase'
locMEstimator

Generic function for the computation of location M estimates
normtype-methods

Methods for Function normtype in Package `RobAStBase'
masked-methods

Masked Methods from Packages `stats' and `graphics' in Package `RobAStBase'
makeIC

Generic Function for making ICs consistent at a possibly different model
optIC

Generic function for the computation of optimally robust ICs
plot-methods

Methods for Function plot in Package `RobAStBase'
oneStepEstimator

Function for the computation of one-step estimates
outlyingPlotIC

Function outlyingPlotIC in Package `RobAStBase'
samplesize-methods

Methods for Function samplesize in Package `RobAStBase'
qqplot

Methods for Function qqplot in Package `RobAStBase'
.merge.lists

Merging Lists
movToRef-methods

Methods for Functions moving from and to reference parameter in Package `ROptEst'
rescaleFunction-methods

Methods for Function rescaleFunction in Package `RobAStBase'
returnlevelplot

Methods for Function returnlevelplot in Package `RobAStBase'
ContNeighborhood

Generating function for ContNeighborhood-class
ComparePlot

Wrapper function for function comparePlot
FixRobModel-class

Robust model with fixed (unconditional) neighborhood
ContIC-class

Influence curve of contamination type
RobAStBase-package

Robust Asymptotic Statistics
BoundedWeight-class

Robust Weight classes for bounded weights
ALEstimate-class

ALEstimate-class.
ContNeighborhood-class

Contamination Neighborhood
BdStWeight-class

Robust Weight classes for bounded, standardized weights
ContIC

Generating function for ContIC-class