Bayesian Estimation and Model Selection of Multivariate Linear Model with Polytomous Variables.

Song, Xin-Yuan; Lee, Sik-Yum

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Peer reviewed

ERIC Number: EJ669020

Record Type: Journal

Publication Date: 2002

Pages: N/A

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ISSN: ISSN-0027-3171

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Bayesian Estimation and Model Selection of Multivariate Linear Model with Polytomous Variables.

Song, Xin-Yuan; Lee, Sik-Yum

Multivariate Behavioral Research, v37 n4 p453-77 2002

Proposes a Bayesian analysis of the multivariate linear model with polytomous variables. Shows how a Gibbs sampler algorithm is implemented to produce the Bayesian estimates. Illustrates the proposed methodology through examples using multivariate linear regression and multivariate two-way analysis of variance with real data. (SLD)

Descriptors: Bayesian Statistics, Models, Multivariate Analysis, Selection

Publication Type: Journal Articles; Reports - Descriptive

Education Level: N/A

Audience: N/A

Language: English

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