Av1CondContNeighborhood-class: Average conditional contamination neighborhood

In ROptRegTS: Optimally Robust Estimation for Regression-Type Models

Description

Class of average conditional contamination neighborhoods (exponent == 1); i.e. only radius curves varepsilon with ||varepsilon||_1 <= 1.

Objects from the Class

Objects can be created by calls of the form new("Av1CondContNeighborhood", ...). More frequently they are created via the generating function Av1CondContNeighborhood.

Slots

type:

Object of class "character": “average conditional convex contamination neighborhood”.

radius:

Object of class "numeric": neighborhood radius.

radiusCurve:

Object of class "function": radius curve with L1 norm <= 1.

exponent:

equal to 1.

Extends

Class "Av1CondNeighborhood", directly.
Class "AvCondNeighborhood", by class "Av1CondNeighborhood".
Class "CondNeighborhood", by class "Av1CondNeighborhood".
Class "Neighborhood", by class "Av1CondNeighborhood".

Author(s)

Matthias Kohl [e-mail]

References

Rieder, H. (1994) Robust Asymptotic Statistics. New York: Springer.

Kohl, M. (2005) Numerical Contributions to the Asymptotic Theory of Robustness. Bayreuth: Dissertation.

See Also

Av1CondNeighborhood-class

Examples

new("Av1CondContNeighborhood")

ROptRegTS documentation built on May 2, 2019, 3:40 p.m.