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ROptRegTS (version 1.2.0)
Optimally Robust Estimation for Regression-Type Models
Description
Optimally robust estimation for regression-type models using S4 classes and methods.
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Version
Version
1.2.0
1.1.0
0.9.1
0.8
0.7
0.6.1
0.5.0
Install
install.packages('ROptRegTS')
Monthly Downloads
83
Version
1.2.0
License
LGPL-3
Maintainer
Matthias Kohl
Last Published
April 14th, 2019
Functions in ROptRegTS (1.2.0)
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Av1CondTotalVarIC-class
Conditionally centered influence curve of total variaton type
AvCondNeighborhood-class
Average conditional neighborhood
Av1CondTotalVarNeighborhood
Generating function for Av1CondTotalVarNeighborhood-class
Av2CondContIC-class
Conditionally centered influence curve of contamination type
CondContIC
Generating function for CondContIC-class
CondContNeighborhood-class
Conditional contamination neighborhood
FixRobRegTypeModel-class
Robust regression-type model with fixed neighborhood
FixRobRegTypeModel
Generating function for FixRobRegTypeModel-class
CondContIC-class
Conditionally centered influence curve of contamination type
CondIC
Generating function for CondIC-class
CondNeighborhood-class
Conditional neighborhood
L2RegTypeFamily-class
L2 differentiable parametric regression-type family
Av1CondContNeighborhood-class
Average conditional contamination neighborhood
L2RegTypeFamily
Generating function for L2RegTypeFamily-class
getInfRobRegTypeIC
Generic Function for the Computation of Optimally Robust Regression-Type ICs
getInfStandRegTS
Generic Function for the Computation of the Standardizing Matrix
Av2CondContIC
Generating function for Av2CondContIC-class
Av2CondContNeighborhood-class
Average square conditional contamination neighborhood
Av1CondContNeighborhood
Generating function for Av1CondContNeighborhood-class
CondTotalVarNeighborhood-class
Conditional total variation neighborhood
Av1CondContIC-class
Conditionally centered influence curve of contamination type
CondTotalVarNeighborhood
Generating function for CondContNeighborhood-class
NormLinRegScaleFamily
Generating Function for Linear Regression Family with Unknown Scale
RegTypeFamily-class
Parametric regression-type family
Av1CondTotalVarIC
Generating function for Av1CondTotalVarIC-class
Av1CondTotalVarNeighborhood-class
Average conditional total variation neighborhood
Av1CondContIC
Generating function for Av1CondContIC-class
Av2CondContNeighborhood
Generating function for Av2CondContNeighborhood-class
Av2CondNeighborhood-class
Average square conditional neighborhood
leastFavorableRadius-methods
Methods for Function leastFavorableRadius in Package `ROptRegTS'
NormLinRegFamily
Generating function for linear regression family
InfRobRegTypeModel-class
Robust regression-type model with infinitesimal neighborhood
CondContNeighborhood
Generating function for CondContNeighborhood-class
optIC-methods
Methods for Function optIC in Package `ROptRegTS'
CondIC-class
Conditionally centered partial influence curve
NormLinRegInterceptFamily
Generating Function for Linear Regression Family with Unknown Intercept
getFixClipRegTS
Generic Function for the Computation of the Optimal Clipping Bound
RegTypeFamily
Generating function for RegTypeFamily-class
CondTotalVarIC-class
Conditionally centered influence curve of total variaton type
generateIC-methods
Methods for Function generateIC in Package `ROptRegTS'
getFixRobRegTypeIC
Generic Function for the Computation of Optimally Robust Regression-Type ICs
CondTotalVarIC
Generating function for CondTotalVarIC-class
getAsRiskRegTS
Generic Function for Computation of Asymptotic Risks in case of Regression-Type Models
InfRobRegTypeModel
Generating function for InfRobRegTypeModel-class
getFiRiskRegTS
Generic Function for Computation of Finite-Sample Risks
getIneffDiff-methods
Methods for Function getIneffDiff in Package `ROptRegTS'
getInfClipRegTS
Generic Function for the Computation of the Optimal Clipping Bound
getInfGammaRegTS
Generic Function for the Computation of the Optimal Clipping Bound
getInfCentRegTS
Generic Function for the Computation of the Optimal Centering Constant/Function resp. Lower Clipping Bound/Function
radiusMinimaxIC-methods
Methods for Function radiusMinimaxIC in Package `ROptRegTS'
Av1CondNeighborhood-class
Average conditional neighborhood