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Admissible improvements of the least squares estimator *  

Author: Kurt Hoffmann a
Affiliation:   a Sektion Mathematik, Humboldt-Universitaumlt, Berlin, Postfach
DOI: 10.1080/02331888008801547
Publication Frequency: 6 issues per year
Published in: journal Statistics, Volume 11, Issue 3 1980 , pages 373 - 388
Formats available: PDF (English)
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Abstract

A unified theory of linear estimation for the regression parameter is represented in eases where the regression parameter varies only in an arbitrary ellipsoid ≼N. Referring to the basic concepts of universal ≼N-admissibility and universal ≼N-improvements we derive universal ≼N-improvements of the least squares estimator being universally Gtf- admissible.
* 1A first version of this paper was gives at the 4th International Summer School on Problems of Model Choice and Parameter Estimation in Regression analysis, Muumlhlhausen(GDR), May 1979.
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