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RobAStBase (version 1.2.5)

Robust Asymptotic Statistics

Description

Base S4-classes and functions for robust asymptotic statistics.

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Version

Install

install.packages('RobAStBase')

Monthly Downloads

1,909

Version

1.2.5

License

LGPL-3

Maintainer

Matthias Kohl

Last Published

February 2nd, 2024

Functions in RobAStBase (1.2.5)

InfluenceCurve-class

Influence curve

InfoPlot

Wrapper function for information plot method

HampIC-class

Influence curve of Hampel type

HampelWeight-class

Robust Weight classes for weights of Hampel type

FixRobModel

Generating function for FixRobModel-class

InfRobModel

Generating function for InfRobModel-class

Generating function for IC-class

InfRobModel-class

Robust model with infinitesimal (unconditional) neighborhood

IC-class

Influence curve

InfluenceCurve

Generating function for InfluenceCurve-class

PlotIC

Wrapper function for plot method for IC

OptionalInfluenceCurve-class

Some helper Classes in package 'RobAStBase'

MEstimate-class

MEstimate-class.

RobAStBaseMASK

Masking of/by other functions in package "RobAStBase"

RobAStBaseOptions

Function to change the global variables of the package `RobAStBase'

RobWeight-class

Robust Weight classes

TotalVarIC-class

Influence curve of total variation type

RobAStControl-class

Control classes in package RobAStBase

Generic Function for Checking ICs

biastype-methods

Methods for Function biastype in Package `RobAStBase'

TotalVarNeighborhood

Generating function for TotalVarNeighborhood-class

UncondNeighborhood-class

Unconditional neighborhood

cutoff-class

Cutoff class for distance-distance plots

getFiRisk

Generic Function for Computation of Finite-Sample Risks

Plot absolute and relative information

evalIC

Generic function for evaluating ICs

generateIC

Generic function for the generation of influence curves

internals_for_RobAStBase_ddPlot

Internal / Helper functions of package RobAStBase for ddPlot

interpolRisk-class

Interpolated Risks

getRiskFctBV-methods

Methods for Function getRiskFctBV in Package `RobAStBase'

getRiskIC

Generic function for the computation of a risk for an IC

TotalVarIC

Generating function for TotalVarIC-class

TotalVarNeighborhood-class

Total variation neighborhood

kStepEstimate-class

kStepEstimate-class.

internals_for_qqplot

Internal functions for qqplot of package RobAStBase

internals_for_RobAStBase

Internal / Helper functions of package RobAStBase

kStepEstimator

Function for the computation of k-step estimates

cutoff

Generating function(s) for class 'cutoff'

ddPlot-methods

Methods for Function ddPlot in Package `RobAStBase'

generateIC.fct-methods

Generic Function for making ICs consistent at a possibly different model

getBiasIC

Generic function for the computation of the asymptotic bias for an IC

plot-methods

Methods for Function plot in Package `RobAStBase'

Neighborhood-class

Neighborhood

qqplot

Methods for Function qqplot in Package `RobAStBase'

.merge.lists

Merging Lists

internal_helpers_for_producing_grids_in_plots_RobAStBase

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

movToRef-methods

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

normtype-methods

Methods for Function normtype in Package `RobAStBase'

oneStepEstimator

Function for the computation of one-step estimates

masked-methods

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

rescaleFunction-methods

Methods for Function rescaleFunction in Package `RobAStBase'

makeIC

Generic Function for making ICs consistent at a possibly different model

internals_for_RobAStBase_plot

Internal / Helper functions of package RobAStBase for plot functions

samplesize-methods

Methods for Function samplesize in Package `RobAStBase'

returnlevelplot

Methods for Function returnlevelplot in Package `RobAStBase'

kStepEstimator.start-methods

Methods for function kStepEstimator.start in Package `RobAStBase'

locMEstimator

Generic function for the computation of location M estimates

outlyingPlotIC

Function outlyingPlotIC in Package `RobAStBase'

optIC

Generic function for the computation of optimally robust ICs

BoundedWeight-class

Robust Weight classes for bounded weights

BdStWeight-class

Robust Weight classes for bounded, standardized weights

ComparePlot

Wrapper function for function comparePlot

ContIC-class

Influence curve of contamination type

RobAStBase-package

Robust Asymptotic Statistics

ContNeighborhood

Generating function for ContNeighborhood-class

ContIC

Generating function for ContIC-class

FixRobModel-class

Robust model with fixed (unconditional) neighborhood

ALEstimate-class

ALEstimate-class.

ContNeighborhood-class

Contamination Neighborhood