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314857

On Comparison of the Asymptotic Efficiency of MLE for the Parameters of a Mixture of Two Normal Distributions Under Three Types of Sample

Article

Last updated: 28 Dec 2024

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Abstract

The asymptotic efficiency of the maximum likelihood estimates (MLE) under three types of sample is considered. One sample type is the case where only data form the mixture is available. The other two types have a small sample from each component and a large sample from the mixture.

DOI

10.21608/esju.1992.314857

Keywords

Asymptotic Efficiency, Maximum likelihood estimation, Mixture Data, Sample Types

Authors

First Name

Magi

Last Name

Abd El-Hakim

MiddleName

S.

Affiliation

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Orcid

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Volume

36

Article Issue

1

Related Issue

43181

Issue Date

1992-06-01

Receive Date

2023-08-28

Publish Date

1992-06-01

Page Start

154

Page End

168

Print ISSN

0542-1748

Online ISSN

2786-0086

Link

https://esju.journals.ekb.eg/article_314857.html

Detail API

https://esju.journals.ekb.eg/service?article_code=314857

Order

9

Type

Original Article

Type Code

1,914

Publication Type

Journal

Publication Title

The Egyptian Statistical Journal

Publication Link

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

MainTitle

On Comparison of the Asymptotic Efficiency of MLE for the Parameters of a Mixture of Two Normal Distributions Under Three Types of Sample

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Article

Created At

28 Dec 2024