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ROptRegTS (version 0.9.1)
Optimally robust estimation for regression-type models
Description
Optimally robust estimation for regression-type models using S4 classes and methods
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Install
install.packages('ROptRegTS')
Monthly Downloads
85
Version
0.9.1
License
LGPL-3
Maintainer
Matthias Kohl
Last Published
September 14th, 2013
Functions in ROptRegTS (0.9.1)
Search functions
Av2CondContIC-class
Conditionally centered influence curve of contamination type
Av2CondContIC
Generating function for Av2CondContIC-class
Av1CondContIC
Generating function for Av1CondContIC-class
Av2CondNeighborhood-class
Average square conditional neighborhood
CondTotalVarIC-class
Conditionally centered influence curve of total variaton type
getFixClipRegTS
Generic Function for the Computation of the Optimal Clipping Bound
optIC-methods
Methods for Function optIC in Package `ROptRegTS'
FixRobRegTypeModel-class
Robust regression-type model with fixed neighborhood
InfRobRegTypeModel
Generating function for InfRobRegTypeModel-class
getFiRiskRegTS
Generic Function for Computation of Finite-Sample Risks
getInfClipRegTS
Generic Function for the Computation of the Optimal Clipping Bound
Av1CondTotalVarNeighborhood-class
Average conditional total variation neighborhood
NormLinRegFamily
Generating function for linear regression family
getInfStandRegTS
Generic Function for the Computation of the Standardizing Matrix
CondTotalVarNeighborhood
Generating function for CondContNeighborhood-class
getInfRobRegTypeIC
Generic Function for the Computation of Optimally Robust Regression-Type ICs
CondContNeighborhood-class
Conditional contamination neighborhood
InfRobRegTypeModel-class
Robust regression-type model with infinitesimal neighborhood
CondTotalVarNeighborhood-class
Conditional total variation neighborhood
Av2CondContNeighborhood
Generating function for Av2CondContNeighborhood-class
RegTypeFamily-class
Parametric regression-type family
L2RegTypeFamily
Generating function for L2RegTypeFamily-class
Av2CondContNeighborhood-class
Average square conditional contamination neighborhood
NormLinRegInterceptFamily
Generating Function for Linear Regression Family with Unknown Intercept
CondIC
Generating function for CondIC-class
Av1CondContNeighborhood
Generating function for Av1CondContNeighborhood-class
Av1CondContIC-class
Conditionally centered influence curve of contamination type
Av1CondNeighborhood-class
Average conditional neighborhood
CondContIC
Generating function for CondContIC-class
Av1CondTotalVarIC
Generating function for Av1CondTotalVarIC-class
FixRobRegTypeModel
Generating function for FixRobRegTypeModel-class
CondContNeighborhood
Generating function for CondContNeighborhood-class
CondContIC-class
Conditionally centered influence curve of contamination type
radiusMinimaxIC-methods
Methods for Function radiusMinimaxIC in Package `ROptRegTS'
Av1CondTotalVarNeighborhood
Generating function for Av1CondTotalVarNeighborhood-class
getInfCentRegTS
Generic Function for the Computation of the Optimal Centering Constant/Function resp. Lower Clipping Bound/Function
getAsRiskRegTS
Generic Function for Computation of Asymptotic Risks in case of Regression-Type Models
Av1CondTotalVarIC-class
Conditionally centered influence curve of total variaton type
CondNeighborhood-class
Conditional neighborhood
AvCondNeighborhood-class
Average conditional neighborhood
generateIC-methods
Methods for Function generateIC in Package `ROptRegTS'
CondTotalVarIC
Generating function for CondTotalVarIC-class
NormLinRegScaleFamily
Generating Function for Linear Regression Family with Unknown Scale
getFixRobRegTypeIC
Generic Function for the Computation of Optimally Robust Regression-Type ICs
L2RegTypeFamily-class
L2 differentiable parametric regression-type family
getIneffDiff-methods
Methods for Function getIneffDiff in Package `ROptRegTS'
CondIC-class
Conditionally centered partial influence curve
RegTypeFamily
Generating function for RegTypeFamily-class
Av1CondContNeighborhood-class
Average conditional contamination neighborhood
leastFavorableRadius-methods
Methods for Function leastFavorableRadius in Package `ROptRegTS'
getInfGammaRegTS
Generic Function for the Computation of the Optimal Clipping Bound