Arumairajan, Sivarajah and Wijekoon, Pushpakanthie (2014) Preliminary Test Stochastic Restricted r-k Class Estimator and Preliminary Test Stochastic Restricted r-d Class Estimator in Linear Regression Model. British Journal of Mathematics & Computer Science, 5 (2). pp. 204-227. ISSN 22310851
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Abstract
In this study two new preliminary test stochastic restricted estimators, a Preliminary Test stochastic restricted r-k class estimator and a Preliminary Test stochastic restricted r-d class estimator, are proposed. The comparison of one estimator over the other is done in the mean square error matrix sense. Further preliminary test stochastic restricted r-k class estimator is compared with r-k class estimator [1] and stochastic restricted r-k class estimator [2]. Similarly preliminary test stochastic restricted r-d class estimator is compared with r-d class estimator [3] and stochastic restricted r-d class estimator [2]. Finally a numerical example and a Monte Carlo simulation study are done to illustrate the theoretical findings of the proposed estimators.
Item Type: | Article |
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Subjects: | STM Archives > Mathematical Science |
Depositing User: | Unnamed user with email support@stmarchives.com |
Date Deposited: | 05 Jul 2023 04:26 |
Last Modified: | 22 Jun 2024 09:15 |
URI: | http://science.scholarsacademic.com/id/eprint/1148 |