InfRobRegTypeModel-class: Robust regression-type model with infinitesimal neighborhood

In ROptRegTS: Optimally Robust Estimation for Regression-Type Models

Description

Class of robust regression-type models with infinitesimal (conditional or unconditional) neighborhoods; i.e., the neighborhood is shrinking at a rate of sqrt(n).

Objects from the Class

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

Slots

center:

Object of class "L2RegTypeFamily".

neighbor:

Object of class "Neighborhood".

Extends

Class "RobModel", directly.

Methods

neighbor<-

signature(object = "InfRobRegTypeModel"): replacement function for slot neighbor.

show

signature(object = "InfRobRegTypeModel")

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

L2RegTypeFamily-class, Neighborhood-class, InfRobRegTypeModel

Examples

new("InfRobRegTypeModel")

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