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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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Install
install.packages('RobAStBase')
Monthly Downloads
603
Version
1.2.1
License
LGPL-3
Maintainer
Matthias Kohl
Last Published
April 25th, 2019
Functions in RobAStBase (1.2.1)
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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