RDocumentation
Moon
Learn R
Search all packages and functions
⚠️
There's a newer version (1.2.5) of this package.
Take me there.
RobAStBase (version 1.2.1)
Robust Asymptotic Statistics
Description
Base S4-classes and functions for robust asymptotic statistics.
Copy Link
Copy
Link to current version
Version
Version
1.2.5
1.2.3
1.2.2
1.2.1
1.2.0
1.1.0
1.0.2
1.0.1
0.9
0.8.1
0.7.1
0.1.5
0.1.4
0.1.3
0.1.1
0.1.0
Down Chevron
Install
install.packages('RobAStBase')
Monthly Downloads
624
Version
1.2.1
License
LGPL-3
Maintainer
Matthias Kohl
Last Published
April 25th, 2019
Functions in RobAStBase (1.2.1)
Search functions
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