ROptRegTS: Optimally robust estimation for regression-type models

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Optimally robust estimation for regression-type models using S4 classes and methods

Author
Matthias Kohl <Matthias.Kohl@stamats.de>, Peter Ruckdeschel
Date of publication
2013-09-14 15:40:34
Maintainer
Matthias Kohl <Matthias.Kohl@stamats.de>
License
LGPL-3
Version
0.9.1
URLs

View on CRAN

Man pages

Av1CondContIC
Generating function for Av1CondContIC-class
Av1CondContIC-class
Conditionally centered influence curve of contamination type
Av1CondContNeighborhood
Generating function for Av1CondContNeighborhood-class
Av1CondContNeighborhood-class
Average conditional contamination neighborhood
Av1CondNeighborhood-class
Average conditional neighborhood
Av1CondTotalVarIC
Generating function for Av1CondTotalVarIC-class
Av1CondTotalVarIC-class
Conditionally centered influence curve of total variaton type
Av1CondTotalVarNeighborhood
Generating function for Av1CondTotalVarNeighborhood-class
Av1CondTotalVarNeighborhood-class
Average conditional total variation neighborhood
Av2CondContIC
Generating function for Av2CondContIC-class
Av2CondContIC-class
Conditionally centered influence curve of contamination type
Av2CondContNeighborhood
Generating function for Av2CondContNeighborhood-class
Av2CondContNeighborhood-class
Average square conditional contamination neighborhood
Av2CondNeighborhood-class
Average square conditional neighborhood
AvCondNeighborhood-class
Average conditional neighborhood
CondContIC
Generating function for CondContIC-class
CondContIC-class
Conditionally centered influence curve of contamination type
CondContNeighborhood
Generating function for CondContNeighborhood-class
CondContNeighborhood-class
Conditional contamination neighborhood
CondIC
Generating function for CondIC-class
CondIC-class
Conditionally centered partial influence curve
CondNeighborhood-class
Conditional neighborhood
CondTotalVarIC
Generating function for CondTotalVarIC-class
CondTotalVarIC-class
Conditionally centered influence curve of total variaton type
CondTotalVarNeighborhood
Generating function for CondContNeighborhood-class
CondTotalVarNeighborhood-class
Conditional total variation neighborhood
FixRobRegTypeModel
Generating function for FixRobRegTypeModel-class
FixRobRegTypeModel-class
Robust regression-type model with fixed neighborhood
generateIC-methods
Methods for Function generateIC in Package 'ROptRegTS'
getAsRiskRegTS
Generic Function for Computation of Asymptotic Risks in case...
getFiRiskRegTS
Generic Function for Computation of Finite-Sample Risks
getFixClipRegTS
Generic Function for the Computation of the Optimal Clipping...
getFixRobRegTypeIC
Generic Function for the Computation of Optimally Robust...
getIneffDiff-methods
Methods for Function getIneffDiff in Package 'ROptRegTS'
getInfCentRegTS
Generic Function for the Computation of the Optimal Centering...
getInfClipRegTS
Generic Function for the Computation of the Optimal Clipping...
getInfGammaRegTS
Generic Function for the Computation of the Optimal Clipping...
getInfRobRegTypeIC
Generic Function for the Computation of Optimally Robust...
getInfStandRegTS
Generic Function for the Computation of the Standardizing...
InfRobRegTypeModel
Generating function for InfRobRegTypeModel-class
InfRobRegTypeModel-class
Robust regression-type model with infinitesimal neighborhood
L2RegTypeFamily
Generating function for L2RegTypeFamily-class
L2RegTypeFamily-class
L2 differentiable parametric regression-type family
leastFavorableRadius-methods
Methods for Function leastFavorableRadius in Package...
NormLinRegFamily
Generating function for linear regression family
NormLinRegInterceptFamily
Generating Function for Linear Regression Family with Unknown...
NormLinRegScaleFamily
Generating Function for Linear Regression Family with Unknown...
optIC-methods
Methods for Function optIC in Package 'ROptRegTS'
radiusMinimaxIC-methods
Methods for Function radiusMinimaxIC in Package 'ROptRegTS'
RegTypeFamily
Generating function for RegTypeFamily-class
RegTypeFamily-class
Parametric regression-type family

Files in this package

ROptRegTS
ROptRegTS/inst
ROptRegTS/inst/TOBEDONE
ROptRegTS/inst/CITATION
ROptRegTS/inst/scripts
ROptRegTS/inst/scripts/NormLinRegIntercept.R
ROptRegTS/inst/scripts/NormLinReg.R
ROptRegTS/inst/scripts/NormLinRegAdaption.R
ROptRegTS/inst/scripts/UnderOverShootRisk.R
ROptRegTS/inst/scripts/tseries
ROptRegTS/inst/scripts/tseries/AR1SGumbel.R
ROptRegTS/inst/scripts/tseries/AR1Gumbel.R
ROptRegTS/inst/scripts/tseries/ARCH1SLnorm.R
ROptRegTS/inst/scripts/tseries/ARCH1Lnorm.R
ROptRegTS/inst/scripts/NormLinRegScale.R
ROptRegTS/inst/scripts/UnderOverShootRiskCond.R
ROptRegTS/inst/NEWS
ROptRegTS/NAMESPACE
ROptRegTS/R
ROptRegTS/R/getFixRobRegTypeIC_fiUnOvShoot.R
ROptRegTS/R/IC.R
ROptRegTS/R/getInfRobRegTypeIC_asBias.R
ROptRegTS/R/CondTotalVarIC.R
ROptRegTS/R/CondIC.R
ROptRegTS/R/getInfRobRegTypeIC_asGRisk_c1.R
ROptRegTS/R/TotalVarIC.R
ROptRegTS/R/getInfStandRegTS.R
ROptRegTS/R/ContIC.R
ROptRegTS/R/Expectation.R
ROptRegTS/R/InfRobRegTypeModel.R
ROptRegTS/R/AllClass.R
ROptRegTS/R/getFixClipRegTS.R
ROptRegTS/R/getIneffDiff.R
ROptRegTS/R/getInfRobRegTypeIC_asGRisk_c0.R
ROptRegTS/R/NormRegFamilies.R
ROptRegTS/R/CondNeighborhood.R
ROptRegTS/R/Av1CondContIC.R
ROptRegTS/R/Av2CondContIC.R
ROptRegTS/R/AllShow.R
ROptRegTS/R/getInfGammaRegTS.R
ROptRegTS/R/getInfRobRegTypeIC_asGRisk_v1.R
ROptRegTS/R/getInfClipRegTS.R
ROptRegTS/R/Av1CondTotalVarIC.R
ROptRegTS/R/RegTypeFamily.R
ROptRegTS/R/getInfRobRegTypeIC_asGRisk_c2.R
ROptRegTS/R/radiusMinimaxIC.R
ROptRegTS/R/FixRobRegrTypeModel.R
ROptRegTS/R/leastFavorableRadius.R
ROptRegTS/R/getAsRiskRegTS.R
ROptRegTS/R/getInfRobRegTypeIC_asCov.R
ROptRegTS/R/AllGeneric.R
ROptRegTS/R/CondContIC.R
ROptRegTS/R/getInfRobRegTypeIC_asUnOvShoot.R
ROptRegTS/R/getFiRiskRegTS.R
ROptRegTS/R/getInfCentRegTS.R
ROptRegTS/R/optIC.R
ROptRegTS/R/L2RegTypeFamily.R
ROptRegTS/MD5
ROptRegTS/DESCRIPTION
ROptRegTS/man
ROptRegTS/man/getInfGammaRegTS.Rd
ROptRegTS/man/CondContNeighborhood-class.Rd
ROptRegTS/man/CondContIC.Rd
ROptRegTS/man/CondTotalVarNeighborhood-class.Rd
ROptRegTS/man/CondIC-class.Rd
ROptRegTS/man/InfRobRegTypeModel-class.Rd
ROptRegTS/man/NormLinRegInterceptFamily.Rd
ROptRegTS/man/getAsRiskRegTS.Rd
ROptRegTS/man/getIneffDiff-methods.Rd
ROptRegTS/man/Av1CondTotalVarIC.Rd
ROptRegTS/man/NormLinRegFamily.Rd
ROptRegTS/man/CondNeighborhood-class.Rd
ROptRegTS/man/Av1CondContNeighborhood-class.Rd
ROptRegTS/man/Av1CondContNeighborhood.Rd
ROptRegTS/man/radiusMinimaxIC-methods.Rd
ROptRegTS/man/getInfStandRegTS.Rd
ROptRegTS/man/getInfCentRegTS.Rd
ROptRegTS/man/getFixClipRegTS.Rd
ROptRegTS/man/AvCondNeighborhood-class.Rd
ROptRegTS/man/getInfClipRegTS.Rd
ROptRegTS/man/RegTypeFamily-class.Rd
ROptRegTS/man/Av1CondTotalVarIC-class.Rd
ROptRegTS/man/getFiRiskRegTS.Rd
ROptRegTS/man/Av2CondContIC-class.Rd
ROptRegTS/man/getFixRobRegTypeIC.Rd
ROptRegTS/man/Av1CondTotalVarNeighborhood-class.Rd
ROptRegTS/man/FixRobRegTypeModel-class.Rd
ROptRegTS/man/Av1CondContIC-class.Rd
ROptRegTS/man/Av1CondTotalVarNeighborhood.Rd
ROptRegTS/man/Av2CondContIC.Rd
ROptRegTS/man/CondIC.Rd
ROptRegTS/man/FixRobRegTypeModel.Rd
ROptRegTS/man/RegTypeFamily.Rd
ROptRegTS/man/leastFavorableRadius-methods.Rd
ROptRegTS/man/Av2CondNeighborhood-class.Rd
ROptRegTS/man/NormLinRegScaleFamily.Rd
ROptRegTS/man/InfRobRegTypeModel.Rd
ROptRegTS/man/L2RegTypeFamily-class.Rd
ROptRegTS/man/CondTotalVarIC.Rd
ROptRegTS/man/CondContNeighborhood.Rd
ROptRegTS/man/L2RegTypeFamily.Rd
ROptRegTS/man/Av2CondContNeighborhood-class.Rd
ROptRegTS/man/CondTotalVarNeighborhood.Rd
ROptRegTS/man/Av1CondContIC.Rd
ROptRegTS/man/CondContIC-class.Rd
ROptRegTS/man/Av1CondNeighborhood-class.Rd
ROptRegTS/man/CondTotalVarIC-class.Rd
ROptRegTS/man/getInfRobRegTypeIC.Rd
ROptRegTS/man/optIC-methods.Rd
ROptRegTS/man/Av2CondContNeighborhood.Rd
ROptRegTS/man/generateIC-methods.Rd