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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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Install
install.packages('RobAStBase')
Monthly Downloads
624
Version
0.7.1
License
LGPL-3
Maintainer
Matthias Kohl
Last Published
March 15th, 2010
Functions in RobAStBase (0.7.1)
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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