Thanoon, Y. Thanoon and Adnan, Robiah and Saffari, Seyed Ehsan (2015) Comparison between bayesian structural equation models with ordered categorical data. In: Simposium Kebangsaan Sains Matematik, 24-26 Nov, 2015, Johor Bahru, Johor.
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Abstract
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 inferences, which involve estimation of parameters and their standard deviations, and residuals analyses for testing the posited model, are discussed. The proposed procedure is illustrated by a simulation data obtained from R program. Data results are obtained from WinBUGS program.
| Item Type: | Conference or Workshop Item (Paper) |
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| Uncontrolled Keywords: | nonlinear structural equation models, latent variables |
| Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science |
| Divisions: | Science |
| ID Code: | 61324 |
| Deposited By: | Widya Wahid |
| Deposited On: | 31 Mar 2017 06:34 |
| Last Modified: | 31 Jul 2017 07:03 |
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