InfRobRegTypeModel-class: Robust regression-type model with infinitesimal neighborhood
Description
Class of robust regression-type models with infinitesimal
(conditional or unconditional) neighborhoods; i.e., the neighborhood
is shrinking at a rate of \(\sqrt{n}\).
Arguments
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")
References
Rieder, H. (1994) Robust Asymptotic Statistics. New York: Springer.
Kohl, M. (2005) Numerical Contributions to the Asymptotic Theory of Robustness.
Bayreuth: Dissertation.