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244219

A closed analytic from for the precision matrix of the second order moving average processes

Article

Last updated: 28 Dec 2024

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Abstract

A difficult and challenging problem not only to bayesian but also to those interested in maximum likelihood estimation is to express the precision matrix of the second order moving average processes in closed analytic from in terms of the parameters directly. The main objective of  this  article is to develop a convenient technique to  obtain  such closed analytic  from.the proposed technique is based on approximating  the covariance structure of the first two observations only. Then a homogeneous difference  equation  of  the transformation  matrix  and  an  exact solution  for  the  difference  equation  is  given  in  a  closed  and easily  computed from.

DOI

10.21608/esju.2018.244219

Keywords

A closed analytic from for the precision matrix of the second order moving average processes

Volume

62

Article Issue

1

Related Issue

35029

Issue Date

2018-06-01

Receive Date

2022-06-15

Publish Date

2018-06-01

Page Start

1

Page End

14

Print ISSN

0542-1748

Online ISSN

2786-0086

Link

https://esju.journals.ekb.eg/article_244219.html

Detail API

https://esju.journals.ekb.eg/service?article_code=244219

Order

1

Type

Original Article

Type Code

1,914

Publication Type

Journal

Publication Title

The Egyptian Statistical Journal

Publication Link

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

MainTitle

A closed analytic from for the precision matrix of the second order moving average processes

Details

Type

Article

Created At

23 Jan 2023