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Estimation of the scale matrix of a multivariate t-model under entropy loss
Authors:Anwar H. Joarder  Mir M. Ali
Affiliation:(1) Department of Econometrics, Monash University, 3168 Clayton, Victoria, Australia;(2) Department of Statistical and Actuarial Sciences, University of Western Ontario, N6A 5B7 London, Ontario, Canada
Abstract:
This paper deals with the estimation of the scale matrix of a multivariatet-model with unknown location vector and scale matrix to improve upon the usual estimators based on the sample sum of product matrix. The well-known results of the estimation of the scale matrix of the multivariate normal model under the assumption of entropy loss function have been generalized to that of a multivariatet-model. The paper is based on the first author’s unpublished Ph.D. dissertation ‘Estimation of the Scale Matrix of a Multivariate T-model’, University of Western Ontario, Canada. Present address: School of Mathematics and Statistics, The University of Sydney, NSW 2006, Australia.
Keywords:Multivariatet-model  scale matrix  estimation of scale matrix  mixture of distributions
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