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Bayesian analysis of multiple group nonlinear structural equation models with ordered categorical and dichotomous variables:a survey

This paper is designed to give a complete overview of the literature that is available, as it relates to application of the Bayesian analysis model to investigate multiple group nonlinear structural equation models, also known as SEMs, including those having ordered categorical, dichotomous and cate...

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Main Authors: Thanoon, Y. Thanoon, Adnan, Robiah
Format: Article
Published: International Science Community Association 2015
Subjects:
QA Mathematics
Online Access:http://eprints.utm.my/id/eprint/60131/
http://www.isca.in/MATH_SCI/Archive/v3/i12/2.ISCA-RJMSS-2015-047.php
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spelling my.utm.601312021-08-19T04:07:37Z http://eprints.utm.my/id/eprint/60131/ Bayesian analysis of multiple group nonlinear structural equation models with ordered categorical and dichotomous variables:a survey Thanoon, Y. Thanoon Adnan, Robiah QA Mathematics This paper is designed to give a complete overview of the literature that is available, as it relates to application of the Bayesian analysis model to investigate multiple group nonlinear structural equation models, also known as SEMs, including those having ordered categorical, dichotomous and categorical-dichotomous mixed variables. It will also work to summarize Bayesian multiple group nonlinear SEMs with nonlinear covariate variables, and latent variables in the structural model and both linear covariant and latent variable sin the measurement models. More specifically, it will be suggested that using hidden continuous normal distribution, including both right and left censoring and truncation, and interval censoring and truncation, can improve the Bayesian approach to multiple group nonlinear structural equation models when solving problems using ordered categorical and dichotomous data. International Science Community Association 2015 Article PeerReviewed Thanoon, Y. Thanoon and Adnan, Robiah (2015) Bayesian analysis of multiple group nonlinear structural equation models with ordered categorical and dichotomous variables:a survey. Research Journal Of Mathematical And Statistical Sciences, 3 (12). pp. 1-11. ISSN 2320–6047 http://www.isca.in/MATH_SCI/Archive/v3/i12/2.ISCA-RJMSS-2015-047.php
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic QA Mathematics
spellingShingle QA Mathematics
Thanoon, Y. Thanoon
Adnan, Robiah
Bayesian analysis of multiple group nonlinear structural equation models with ordered categorical and dichotomous variables:a survey
description This paper is designed to give a complete overview of the literature that is available, as it relates to application of the Bayesian analysis model to investigate multiple group nonlinear structural equation models, also known as SEMs, including those having ordered categorical, dichotomous and categorical-dichotomous mixed variables. It will also work to summarize Bayesian multiple group nonlinear SEMs with nonlinear covariate variables, and latent variables in the structural model and both linear covariant and latent variable sin the measurement models. More specifically, it will be suggested that using hidden continuous normal distribution, including both right and left censoring and truncation, and interval censoring and truncation, can improve the Bayesian approach to multiple group nonlinear structural equation models when solving problems using ordered categorical and dichotomous data.
format Article
author Thanoon, Y. Thanoon
Adnan, Robiah
author_facet Thanoon, Y. Thanoon
Adnan, Robiah
author_sort Thanoon, Y. Thanoon
title Bayesian analysis of multiple group nonlinear structural equation models with ordered categorical and dichotomous variables:a survey
title_short Bayesian analysis of multiple group nonlinear structural equation models with ordered categorical and dichotomous variables:a survey
title_full Bayesian analysis of multiple group nonlinear structural equation models with ordered categorical and dichotomous variables:a survey
title_fullStr Bayesian analysis of multiple group nonlinear structural equation models with ordered categorical and dichotomous variables:a survey
title_full_unstemmed Bayesian analysis of multiple group nonlinear structural equation models with ordered categorical and dichotomous variables:a survey
title_sort bayesian analysis of multiple group nonlinear structural equation models with ordered categorical and dichotomous variables:a survey
publisher International Science Community Association
publishDate 2015
url http://eprints.utm.my/id/eprint/60131/
http://www.isca.in/MATH_SCI/Archive/v3/i12/2.ISCA-RJMSS-2015-047.php
_version_ 1709667359749308416
score 13.211869

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