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RobAStBase (version 1.2.1)

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

1.2.1

License

LGPL-3

Maintainer

Matthias Kohl

Last Published

April 25th, 2019

Functions in RobAStBase (1.2.1)

BoundedWeight-class

Robust Weight classes for bounded weights
HampelWeight-class

Robust Weight classes for weights of Hampel type
RobModel-class

Robust model
TotalVarNeighborhood

Generating function for TotalVarNeighborhood-class
UncondNeighborhood-class

Unconditional neighborhood
internals_for_RobAStBase

Internal / Helper functions of package RobAStBase
getweight-methods

Generating weights
RobAStControl-class

Control classes in package RobAStBase
internals_for_qqplot

Internal functions for qqplot of package RobAStBase
infoPlot

Plot absolute and relative information
InfluenceCurve

Generating function for InfluenceCurve-class
InfRobModel

Generating function for InfRobModel-class
HampIC-class

Influence curve of Hampel type
FixRobModel

Generating function for FixRobModel-class
RobAStBaseMASK

Masking of/by other functions in package "RobAStBase"
IC-class

Influence curve
OptionalInfluenceCurve-class

Some helper Classes in package 'RobAStBase'
InfluenceCurve-class

Influence curve
RobAStBaseOptions

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

Wrapper function for plot method for IC
getRiskFctBV-methods

Methods for Function getRiskFctBV in Package `RobAStBase'
TotalVarIC

Generating function for TotalVarIC-class
getRiskIC

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

Wrapper function for information plot method
RobWeight-class

Robust Weight classes
normtype-methods

Methods for Function normtype in Package `RobAStBase'
TotalVarIC-class

Influence curve of total variation type
biastype-methods

Methods for Function biastype in Package `RobAStBase'
MEstimate-class

MEstimate-class.
TotalVarNeighborhood-class

Total variation neighborhood
InfRobModel-class

Robust model with infinitesimal (unconditional) neighborhood
IC

Generating function for IC-class
Neighborhood-class

Neighborhood
oneStepEstimator

Function for the computation of one-step estimates
comparePlot-methods

Compare - Plots
checkIC

Generic Function for Checking ICs
cutoff-class

Cutoff class for distance-distance plots
getBoundedIC

getBoundedIC
interpolRisk-class

Interpolated Risks
internals_for_RobAStBase_ddPlot

Internal / Helper functions of package RobAStBase for ddPlot
getFiRisk

Generic Function for Computation of Finite-Sample Risks
cutoff

Generating function(s) for class 'cutoff'
generateIC.fct-methods

Generic Function for making ICs consistent at a possibly different model
samplesize-methods

Methods for Function samplesize in Package `RobAStBase'
getBiasIC

Generic function for the computation of the asymptotic bias for an IC
kStepEstimate-class

kStepEstimate-class.
kStepEstimator

Function for the computation of k-step estimates
makeIC

Generic Function for making ICs consistent at a possibly different model
masked-methods

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

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

Methods for Function plot in Package `RobAStBase'
qqplot

Methods for Function qqplot in Package `RobAStBase'
internals_for_RobAStBase_plot

Internal / Helper functions of package RobAStBase for plot functions
optIC

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

Methods for Function ddPlot in Package `RobAStBase'
outlyingPlotIC

Function outlyingPlotIC in Package `RobAStBase'
evalIC

Generic function for evaluating ICs
generateIC

Generic function for the generation of influence curves
kStepEstimator.start-methods

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

Generic function for the computation of location M estimates
.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'
ComparePlot

Wrapper function for function comparePlot
ContIC-class

Influence curve of contamination type
ContNeighborhood

Generating function for ContNeighborhood-class
FixRobModel-class

Robust model with fixed (unconditional) neighborhood
BdStWeight-class

Robust Weight classes for bounded, standardized weights
RobAStBase-package

Robust Asymptotic Statistics
ALEstimate-class

ALEstimate-class.
ContIC

Generating function for ContIC-class
ContNeighborhood-class

Contamination Neighborhood