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On characterizations of pitman closeness of some shrinkage estimators

Authors :
Pranab Kumar Sen
Debapriya Sengupta
Source :
Communications in Statistics - Theory and Methods. 20:3551-3580
Publication Year :
1991
Publisher :
Informa UK Limited, 1991.

Abstract

For the multivariate normal mean (vector) estimation problem, some characterizations of the Pitman closest property of a general class of shrinkage (or Stein-rule) estimators (including the so called positive-rule versions) are studied. Further, for the same model when the parameter is restricted to a positively homogeneous cone, Pitman closeness of restricted shrinkage maximum likelihood estimators is established.

Details

ISSN :
1532415X and 03610926
Volume :
20
Database :
OpenAIRE
Journal :
Communications in Statistics - Theory and Methods
Accession number :
edsair.doi...........5c468e2887ca42eb09b8b1c940b813ab
Full Text :
https://doi.org/10.1080/03610929108830724