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314824

Approximating the Characteristic Function of the Student's Distribution

Article

Last updated: 05 Jan 2025

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Abstract

The density function of Student's t random variable with n degrees of freedom, fn(t), can be approximated by a finite mixture density function from the same distribution. The criteria of approximation is to minimize the difference between the moments of fn(t) and that of its finite mixture approximation. The proposed approximation may be applied to obtain an explicit and simple form for the characteristic function of Student's t distribution of even number of n. It is evaluated for different values of n, and good results can be obtained even when n is as small as 5.

DOI

10.21608/esju.1994.314824

Keywords

distribution function, Characteristic Student's t Variable, Finite Mixture Distribution

Authors

First Name

Amina

Last Name

Saleh

MiddleName

A.

Affiliation

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Orcid

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Volume

38

Article Issue

2

Related Issue

43178

Issue Date

1994-12-01

Receive Date

2023-08-27

Publish Date

1994-12-01

Page Start

177

Page End

195

Print ISSN

0542-1748

Online ISSN

2786-0086

Link

https://esju.journals.ekb.eg/article_314824.html

Detail API

https://esju.journals.ekb.eg/service?article_code=314824

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

Approximating the Characteristic Function of the Student's Distribution

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Article

Created At

28 Dec 2024