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314860

MSE in Estimating Variance Components

Article

Last updated: 05 Jan 2025

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Abstract

Best unbiased estimators for the variance of the MINQUE (Minimum Norm Quadratic Unbiased Estimators) and the MSE (Mean Square Error) of the PSD-MINQMBE (Positive Semi Definite- Minimum Norm Quadratic Unbiased Estimators), in estimating the variance components of the general variance components model are given. These estimators are discussed in the balanced one-way random effect model and are compared through the Monte Carlo method.

DOI

10.21608/esju.1992.314860

Keywords

MSE, MINQUE, PSD-MINOMBE

Authors

First Name

A.

Last Name

Shaban

MiddleName

M.

Affiliation

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Email

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Orcid

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Volume

36

Article Issue

2

Related Issue

43182

Issue Date

1992-12-01

Receive Date

2023-08-28

Publish Date

1992-12-01

Page Start

188

Page End

197

Print ISSN

0542-1748

Online ISSN

2786-0086

Link

https://esju.journals.ekb.eg/article_314860.html

Detail API

https://esju.journals.ekb.eg/service?article_code=314860

Order

3

Type

Original Article

Type Code

1,914

Publication Type

Journal

Publication Title

The Egyptian Statistical Journal

Publication Link

https://esju.journals.ekb.eg/

MainTitle

MSE in Estimating Variance Components

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Type

Article

Created At

28 Dec 2024