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International Conference on Statistics, Combinatorics and Related Areas - 7th International Conference of the Forum for Interdisciplinary Mathematics
December 19-21, 2000
Indian Institute of Technology-Bombay
Mumbai, Maharastra, India

Organizers
Satya N. Mishra (University of South Alabama), Sanjeev V. Sabnis (IIT, Bombay)

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Estimation of parameters of the exponential distribution in the presence of outliers generated from uniform distribution
by
Ulhas J. Dixit
Department of Statistics, Bombay University, India
Coauthors: Parviz F.Nasiri (Department of Statistics, Bombay University, India)

The maximum likehood, moment and mixture of the estimators are derived for samples from exponential distribution in the presence of outliers generated from uniform distribution.These estimators are compared empirically when all the parameters are unknown;their bias and determinants are investigated with the help of numerical technique. We have shown that these estimators are asymptotically unbiased.At the end, we conclude that mixture estimators are better than the maximum likehood and moment estimators.

Date received: November 15, 2000


Copyright © 2000 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 # cafx-08.