International Journal For Multidisciplinary Research

E-ISSN: 2582-2160   •   Impact Factor: 9.24

A Widely Indexed Open Access Peer Reviewed Multidisciplinary Bi-monthly Scholarly International Journal

Call for Paper Volume 8, Issue 4 (July-August 2026) Submit your research before last 3 days of August to publish your research paper in the issue of July-August.
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Volume 8 Issue 4
July-August 2026

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Predictive Efficiency of the Estimators under Stochastic Linear Restrictions

Author(s) Dr. Mohinder Pal
Country India
Abstract In this paper we have considered the usual linear regression model and the regression coefficients satisfying a set of stochastic restrictions. We have formulated the predictors based on ridge regression, Liu mixed regression estimator, mixed Liu and mixed ridge regression estimator. The properties of these estimators have been studied and the results are compared on the basis of their risk functions. Conditions for dominance of these predictors has been derived.
Keywords Least squares estimator, ridge regression estimator, Liu mixed regression estimator, mixed Liu and Mixed ridge regression estimator.
Field Mathematics > Statistics
Published In Volume 8, Issue 4, July-August 2026
Published On 2026-07-11
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E-ISSN 2582-2160
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CrossRef DOI prefix of IJFMR is 10.36948/ijfmr

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