Optimally Robust Estimation for Regression-Type Models
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Documentation for package ‘ROptRegTS’ version 1.2.0
Help Pages
-- A --
| 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 |
-- C --
| CallL2Fam<--method | Conditionally centered influence curve of contamination type |
| CallL2Fam<--method | Conditionally centered influence curve of total variaton type |
| CallL2Fam<--method | Conditionally centered influence curve of contamination type |
| CallL2Fam<--method | Conditionally centered influence curve of contamination type |
| CallL2Fam<--method | Conditionally centered partial influence curve |
| CallL2Fam<--method | Conditionally centered influence curve of total variaton type |
| cent-method | Conditionally centered influence curve of contamination type |
| cent-method | Conditionally centered influence curve of contamination type |
| cent-method | Conditionally centered influence curve of contamination type |
| cent<--method | Conditionally centered influence curve of contamination type |
| cent<--method | Conditionally centered influence curve of contamination type |
| cent<--method | Conditionally centered influence curve of contamination type |
| checkIC-method | Conditionally centered partial influence curve |
| checkIC-method | L2 differentiable parametric regression-type family |
| checkL2deriv-method | L2 differentiable parametric regression-type family |
| clip-method | Conditionally centered influence curve of contamination type |
| clip-method | Conditionally centered influence curve of contamination type |
| clip-method | Conditionally centered influence curve of contamination type |
| clip<--method | Conditionally centered influence curve of contamination type |
| clip<--method | Conditionally centered influence curve of contamination type |
| clip<--method | Conditionally centered influence curve of contamination type |
| clipLo-method | Conditionally centered influence curve of total variaton type |
| clipLo-method | Conditionally centered influence curve of total variaton type |
| clipLo<--method | Conditionally centered influence curve of total variaton type |
| clipLo<--method | Conditionally centered influence curve of total variaton type |
| clipUp-method | Conditionally centered influence curve of total variaton type |
| clipUp-method | Conditionally centered influence curve of total variaton type |
| clipUp<--method | Conditionally centered influence curve of total variaton type |
| clipUp<--method | Conditionally centered influence curve of total variaton type |
| 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 |
-- E --
| E-method | L2 differentiable parametric regression-type family |
| ErrorDistr | Parametric regression-type family |
| ErrorDistr-method | Parametric regression-type family |
| ErrorL2deriv | L2 differentiable parametric regression-type family |
| ErrorL2deriv-method | L2 differentiable parametric regression-type family |
| ErrorL2derivDistr | L2 differentiable parametric regression-type family |
| ErrorL2derivDistr-method | L2 differentiable parametric regression-type family |
| ErrorL2derivDistrSymm | L2 differentiable parametric regression-type family |
| ErrorL2derivDistrSymm-method | L2 differentiable parametric regression-type family |
| ErrorL2derivSymm | L2 differentiable parametric regression-type family |
| ErrorL2derivSymm-method | L2 differentiable parametric regression-type family |
| ErrorSymm | Parametric regression-type family |
| ErrorSymm-method | Parametric regression-type family |
-- F --
| FisherInfo-method | L2 differentiable parametric regression-type family |
| FixRobRegTypeModel | Generating function for FixRobRegTypeModel-class |
| FixRobRegTypeModel-class | Robust regression-type model with fixed neighborhood |
-- G --
| generateIC-method | Conditionally centered influence curve of contamination type |
| generateIC-method | Conditionally centered influence curve of total variaton type |
| generateIC-method | Conditionally centered influence curve of contamination type |
| generateIC-method | Conditionally centered influence curve of contamination type |
| generateIC-method | Conditionally centered influence curve of total variaton type |
| generateIC-method | Methods for Function generateIC in Package 'ROptRegTS' |
| generateIC-methods | Methods for Function generateIC in Package 'ROptRegTS' |
| getAsRiskRegTS | Generic Function for Computation of Asymptotic Risks in case of Regression-Type Models |
| getAsRiskRegTS-method | Generic Function for Computation of Asymptotic Risks in case of Regression-Type Models |
| getAsRiskRegTS-methods | Generic Function for Computation of Asymptotic Risks in case of Regression-Type Models |
| getFiRiskRegTS | Generic Function for Computation of Finite-Sample Risks |
| getFiRiskRegTS-method | Generic Function for Computation of Finite-Sample Risks |
| getFiRiskRegTS-methods | Generic Function for Computation of Finite-Sample Risks |
| getFixClipRegTS | Generic Function for the Computation of the Optimal Clipping Bound |
| getFixClipRegTS-method | Generic Function for the Computation of the Optimal Clipping Bound |
| getFixClipRegTS-methods | Generic Function for the Computation of the Optimal Clipping Bound |
| getFixRobRegTypeIC | Generic Function for the Computation of Optimally Robust Regression-Type ICs |
| getFixRobRegTypeIC-method | Generic Function for the Computation of Optimally Robust Regression-Type ICs |
| getFixRobRegTypeIC-methods | Generic Function for the Computation of Optimally Robust Regression-Type ICs |
| getIneffDiff-method | Methods for Function getIneffDiff in Package 'ROptRegTS' |
| getIneffDiff-methods | Methods for Function getIneffDiff in Package 'ROptRegTS' |
| getInfCentRegTS | Generic Function for the Computation of the Optimal Centering Constant/Function resp. Lower Clipping Bound/Function |
| getInfCentRegTS-method | Generic Function for the Computation of the Optimal Centering Constant/Function resp. Lower Clipping Bound/Function |
| getInfCentRegTS-methods | Generic Function for the Computation of the Optimal Centering Constant/Function resp. Lower Clipping Bound/Function |
| getInfClipRegTS | Generic Function for the Computation of the Optimal Clipping Bound |
| getInfClipRegTS-method | Generic Function for the Computation of the Optimal Clipping Bound |
| getInfGammaRegTS | Generic Function for the Computation of the Optimal Clipping Bound |
| getInfGammaRegTS-method | Generic Function for the Computation of the Optimal Clipping Bound |
| getInfGammaRegTS-methods | Generic Function for the Computation of the Optimal Clipping Bound |
| getInfRobRegTypeIC | Generic Function for the Computation of Optimally Robust Regression-Type ICs |
| getInfRobRegTypeIC-method | Generic Function for the Computation of Optimally Robust Regression-Type ICs |
| getInfRobRegTypeIC-methods | Generic Function for the Computation of Optimally Robust Regression-Type ICs |
| getInfStandRegTS | Generic Function for the Computation of the Standardizing Matrix |
| getInfStandRegTS-method | Generic Function for the Computation of the Standardizing Matrix |
| getInfStandRegTS-methods | Generic Function for the Computation of the Standardizing Matrix |
-- I --
| InfRobRegTypeModel | Generating function for InfRobRegTypeModel-class |
| InfRobRegTypeModel-class | Robust regression-type model with infinitesimal neighborhood |
-- L --
| L2deriv-method | L2 differentiable parametric regression-type family |
| L2RegTypeFamily | Generating function for L2RegTypeFamily-class |
| L2RegTypeFamily-class | L2 differentiable parametric regression-type family |
| leastFavorableRadius-method | Methods for Function leastFavorableRadius in Package 'ROptRegTS' |
| leastFavorableRadius-methods | Methods for Function leastFavorableRadius in Package 'ROptRegTS' |
| lowerCase-method | Conditionally centered influence curve of contamination type |
| lowerCase-method | Conditionally centered influence curve of total variaton type |
| lowerCase-method | Conditionally centered influence curve of contamination type |
| lowerCase-method | Conditionally centered influence curve of contamination type |
| lowerCase-method | Conditionally centered influence curve of total variaton type |
| lowerCase<--method | Conditionally centered influence curve of contamination type |
| lowerCase<--method | Conditionally centered influence curve of total variaton type |
| lowerCase<--method | Conditionally centered influence curve of contamination type |
| lowerCase<--method | Conditionally centered influence curve of contamination type |
| lowerCase<--method | Conditionally centered influence curve of total variaton type |
-- N --
| neighbor<--method | Robust regression-type model with fixed neighborhood |
| neighbor<--method | Robust regression-type model with infinitesimal neighborhood |
| neighborRadius-method | Conditionally centered influence curve of contamination type |
| neighborRadius-method | Conditionally centered influence curve of total variaton type |
| neighborRadius-method | Conditionally centered influence curve of contamination type |
| neighborRadius-method | Conditionally centered influence curve of contamination type |
| neighborRadius-method | Conditionally centered influence curve of total variaton type |
| neighborRadius<--method | Conditionally centered influence curve of contamination type |
| neighborRadius<--method | Conditionally centered influence curve of total variaton type |
| neighborRadius<--method | Conditionally centered influence curve of contamination type |
| neighborRadius<--method | Conditionally centered influence curve of contamination type |
| neighborRadius<--method | Conditionally centered influence curve of total variaton type |
| neighborRadiusCurve | Conditionally centered influence curve of contamination type |
| neighborRadiusCurve-method | Conditionally centered influence curve of contamination type |
| neighborRadiusCurve-method | Conditionally centered influence curve of total variaton type |
| neighborRadiusCurve<- | Conditionally centered influence curve of contamination type |
| neighborRadiusCurve<--method | Conditionally centered influence curve of contamination type |
| neighborRadiusCurve<--method | Conditionally centered influence curve of total variaton type |
| NormLinRegFamily | Generating function for linear regression family |
| NormLinRegInterceptFamily | Generating Function for Linear Regression Family with Unknown Intercept |
| NormLinRegScaleFamily | Generating Function for Linear Regression Family with Unknown Scale |
-- O --
| optIC-method | Methods for Function optIC in Package 'ROptRegTS' |
| optIC-methods | Methods for Function optIC in Package 'ROptRegTS' |
-- R --
| radiusCurve | Conditional neighborhood |
| radiusCurve-method | Conditional neighborhood |
| radiusMinimaxIC-method | Methods for Function radiusMinimaxIC in Package 'ROptRegTS' |
| radiusMinimaxIC-methods | Methods for Function radiusMinimaxIC in Package 'ROptRegTS' |
| RegDistr | Parametric regression-type family |
| RegDistr-method | Parametric regression-type family |
| Regressor | Parametric regression-type family |
| Regressor-method | Parametric regression-type family |
| RegSymm | Parametric regression-type family |
| RegSymm-method | Parametric regression-type family |
| RegTypeFamily | Generating function for RegTypeFamily-class |
| RegTypeFamily-class | Parametric regression-type family |
-- S --
| show-method | Conditionally centered influence curve of contamination type |
| show-method | Conditionally centered influence curve of total variaton type |
| show-method | Conditionally centered influence curve of contamination type |
| show-method | Average conditional neighborhood |
| show-method | Conditionally centered influence curve of contamination type |
| show-method | Conditionally centered partial influence curve |
| show-method | Conditional neighborhood |
| show-method | Conditionally centered influence curve of total variaton type |
| show-method | Robust regression-type model with fixed neighborhood |
| show-method | Robust regression-type model with infinitesimal neighborhood |
| show-method | L2 differentiable parametric regression-type family |
| show-method | Parametric regression-type family |
| stand-method | Conditionally centered influence curve of contamination type |
| stand-method | Conditionally centered influence curve of total variaton type |
| stand-method | Conditionally centered influence curve of contamination type |
| stand-method | Conditionally centered influence curve of contamination type |
| stand-method | Conditionally centered influence curve of total variaton type |
| stand<--method | Conditionally centered influence curve of contamination type |
| stand<--method | Conditionally centered influence curve of total variaton type |
| stand<--method | Conditionally centered influence curve of contamination type |
| stand<--method | Conditionally centered influence curve of contamination type |
| stand<--method | Conditionally centered influence curve of total variaton type |