Analysis of structural equation models with exact and stochastic constraints using a bayesian approach

Wai Tung Ho; Sik Yum Lee

doi:10.1080/03610929308831141

Analysis of structural equation models with exact and stochastic constraints using a bayesian approach

Wai Tung Ho
, Sik Yum Lee

Division of Science, Engineering and Health Studies (SEHS)

Research output: Contribution to journal › Article › peer-review

Abstract

In this paper, multisample analyses of exactand stochastic constraints with identified structural equation models are investigated using a Bayesian approach. Asymptotic properties of the estimates are developed and a multiplier method is employed to obtain the solution. A numerical example is also included as an illustration.

Original language	English
Pages (from-to)	2171-2183
Number of pages	13
Journal	Communications in Statistics - Theory and Methods
Volume	22
Issue number	8
DOIs	https://doi.org/10.1080/03610929308831141
Publication status	Published - 1 Jan 1993

Keywords

Bayesian estimates
Exact constraints
Prior information
Stochastic constraints
Structural equation models

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10.1080/03610929308831141

Cite this

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title = "Analysis of structural equation models with exact and stochastic constraints using a bayesian approach",

abstract = "In this paper, multisample analyses of exactand stochastic constraints with identified structural equation models are investigated using a Bayesian approach. Asymptotic properties of the estimates are developed and a multiplier method is employed to obtain the solution. A numerical example is also included as an illustration.",

keywords = "Bayesian estimates, Exact constraints, Prior information, Stochastic constraints, Structural equation models",

author = "Ho, \{Wai Tung\} and Lee, \{Sik Yum\}",

note = "Funding Information: This research was supported by a Hong Kong UPGC research giant for the project {"}Analysis of Structural Equation Models with Nonstandard Data{"}.",

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AU - Lee, Sik Yum

N1 - Funding Information: This research was supported by a Hong Kong UPGC research giant for the project "Analysis of Structural Equation Models with Nonstandard Data".

PY - 1993/1/1

Y1 - 1993/1/1

N2 - In this paper, multisample analyses of exactand stochastic constraints with identified structural equation models are investigated using a Bayesian approach. Asymptotic properties of the estimates are developed and a multiplier method is employed to obtain the solution. A numerical example is also included as an illustration.

AB - In this paper, multisample analyses of exactand stochastic constraints with identified structural equation models are investigated using a Bayesian approach. Asymptotic properties of the estimates are developed and a multiplier method is employed to obtain the solution. A numerical example is also included as an illustration.

KW - Bayesian estimates

KW - Exact constraints

KW - Prior information

KW - Stochastic constraints

KW - Structural equation models

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DO - 10.1080/03610929308831141

M3 - Article

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EP - 2183

JO - Communications in Statistics - Theory and Methods

JF - Communications in Statistics - Theory and Methods

IS - 8

ER -

Analysis of structural equation models with exact and stochastic constraints using a bayesian approach

Abstract

Keywords

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