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RobAStBase (version 0.7.1)

Robust Asymptotic Statistics

Description

Base S4-classes and functions for robust asymptotic statistics.

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Version

Install

install.packages('RobAStBase')

Monthly Downloads

526

Version

0.7.1

License

LGPL-3

Maintainer

Matthias Kohl

Last Published

March 15th, 2010

Functions in RobAStBase (0.7.1)

IC

Generating function for IC-class
ContIC

Generating function for ContIC-class
HampelWeight-class

Robust Weight classes for weights of Hampel type
RobAStControl-class

Control classes in package RobAStBase
RobModel-class

Robust model
BoundedWeight-class

Robust Weight classes for bounded weights
BdStWeight-class

Robust Weight classes for bounded, standardized weights
Neighborhood-class

Neighborhood
OptionalInfluenceCurve-class

Some helper Classes in package 'RobAStBase'
MEstimate-class

MEstimate-class.
HampIC-class

Influence curve of Hampel type
IC-class

Influence curve
InfluenceCurve

Generating function for InfluenceCurve-class
ContIC-class

Influence curve of contamination type
checkIC

Generic Function for Checking ICs
ALEstimate-class

ALEstimate-class.
cutoff-class

Cutoff class for distance-distance plots
RobAStBase-package

Robust Asymptotic Statistics
RobWeight-class

Robust Weight classes
InfluenceCurve-class

Influence curve
getweight-methods

Generating weights
cutoff

Generating function(s) for class 'cutoff'
internals_for_qqplot

Internal functions for qqplot of package RobAStBase
evalIC

Generic function for evaluating ICs
kStepEstimator.start-methods

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

Generic function for the generation of influence curves
getRiskIC

Generic function for the computation of a risk for an IC
ddPlot-methods

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

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

Methods for Function plot in Package `RobAStBase'
outlyingPlotIC

Function outlyingPlotIC in Package `RobAStBase'
comparePlot-methods

Compare - Plots
TotalVarIC-class

Influence curve of total variation type
generateIC.fct-methods

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

Generating function for TotalVarIC-class
kStepEstimate-class

kStepEstimate-class.
internals_for_RobAStBase

Internal / Helper functions of package RobAStBase
qqplot

Methods for Function qqplot in Package `RobAStBase'
internals_for_RobAStBase_ddPlot

Internal / Helper functions of package RobAStBase for ddPlot
makeIC-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
RobAStBaseOptions

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

Generating function for FixRobModel-class
ContNeighborhood-class

Contamination Neighborhood
ContNeighborhood

Generating function for ContNeighborhood-class
TotalVarNeighborhood-class

Total variation neighborhood
locMEstimator

Generic function for the computation of location M estimates
UncondNeighborhood-class

Unconditional neighborhood
InfRobModel-class

Robust model with infinitesimal (unconditional) neighborhood
TotalVarNeighborhood

Generating function for TotalVarNeighborhood-class
getBoundedIC

getBoundedIC
optIC

Generic function for the computation of optimally robust ICs
RobAStBaseMASK

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

Robust model with fixed (unconditional) neighborhood
oneStepEstimator

Function for the computation of one-step estimates
kStepEstimator

Function for the computation of k-step estimates
InfRobModel

Generating function for InfRobModel-class
infoPlot

Plot absolute and relative information