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Degrees of Invariance in Statistical Models
by
García García, Gloria M.
Department of Economics and Business. Pompeu Fabra University
Coauthors: Oller Sala, Josep M.
In this work we examine the situation when a family of probability distributions PQ is not is not necessarily invariant under the perturbation given by a class G which contains the identity transformation and has some continuity properties to be specified.
For g in G and q in Q, we consider the setting in which g Pq are not in PQ even for g in the neighborhood of identity and explore the deviation, after a suitable rescaling, of g Pq from PQ. The form of rescaling is the focus of our study.
We illustrate the previous ideas by examining the departure of a Normal linear model from an extended model, those which considers an extra factor, and determine a convenient class of estimators for this setting in the context of invariance in degree.
Date received: July 7, 2006
Copyright © 2006 by the author(s). The author(s) of this document and the organizers of the conference have granted their consent to include this abstract in Atlas Conferences Inc. Document # cath-10.