Cover Image

Comparison between Bayesian structural equation models with ordered categorical data

In this paper, ordered categorical variables are used to compare between linear and nonlinear Bayesian structural equation models. Gibbs sampling method is applied for estimation and model comparison. Statistical analyses, which involve estimation of parameters and their standard deviations for test...

Full description

Saved in:
Bibliographic Details
Main Authors: Thanoon, T. Y., Adnan, R.
Format: Conference or Workshop Item
Published: American Institute of Physics Inc. 2016
Subjects:
QA Mathematics
Online Access:http://eprints.utm.my/id/eprint/73195/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84984591131&doi=10.1063%2f1.4954631&partnerID=40&md5=b938294f07d5058ed5a0103e682bd3ef
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.utm.73195
record_format eprints
spelling my.utm.731952017-11-23T05:09:18Z http://eprints.utm.my/id/eprint/73195/ Comparison between Bayesian structural equation models with ordered categorical data Thanoon, T. Y. Adnan, R. QA Mathematics In this paper, ordered categorical variables are used to compare between linear and nonlinear Bayesian structural equation models. Gibbs sampling method is applied for estimation and model comparison. Statistical analyses, which involve estimation of parameters and their standard deviations for testing the selected model, are discussed. The proposed procedure is illustrated by a simulation data obtained from R program. Data results are obtained from WinBUGS program. American Institute of Physics Inc. 2016 Conference or Workshop Item PeerReviewed Thanoon, T. Y. and Adnan, R. (2016) Comparison between Bayesian structural equation models with ordered categorical data. In: 23rd Malaysian National Symposium of Mathematical Sciences: Advances in Industrial and Applied Mathematics, SKSM 2015, 24 November 2015 through 26 November 2015, Johor Bahru; Malaysia. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84984591131&doi=10.1063%2f1.4954631&partnerID=40&md5=b938294f07d5058ed5a0103e682bd3ef
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, T. Y.
Adnan, R.
Comparison between Bayesian structural equation models with ordered categorical data
description In this paper, ordered categorical variables are used to compare between linear and nonlinear Bayesian structural equation models. Gibbs sampling method is applied for estimation and model comparison. Statistical analyses, which involve estimation of parameters and their standard deviations for testing the selected model, are discussed. The proposed procedure is illustrated by a simulation data obtained from R program. Data results are obtained from WinBUGS program.
format Conference or Workshop Item
author Thanoon, T. Y.
Adnan, R.
author_facet Thanoon, T. Y.
Adnan, R.
author_sort Thanoon, T. Y.
title Comparison between Bayesian structural equation models with ordered categorical data
title_short Comparison between Bayesian structural equation models with ordered categorical data
title_full Comparison between Bayesian structural equation models with ordered categorical data
title_fullStr Comparison between Bayesian structural equation models with ordered categorical data
title_full_unstemmed Comparison between Bayesian structural equation models with ordered categorical data
title_sort comparison between bayesian structural equation models with ordered categorical data
publisher American Institute of Physics Inc.
publishDate 2016
url http://eprints.utm.my/id/eprint/73195/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84984591131&doi=10.1063%2f1.4954631&partnerID=40&md5=b938294f07d5058ed5a0103e682bd3ef
_version_ 1643656601509298176
score 13.159267

Similar Items