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Posterior Predictive Model Checking of Local Misfit for Bayesian Confirmatory Factor Analysis
Language: en
Pages: 141
Authors:
Categories:
Type: BOOK - Published: 2018 - Publisher:

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Posterior predictive model checks (PPMC) are one Bayesian model-data fit approach. Thus far, PPMC for Confirmatory Factor Analytic applications focused primaril
Posterior Predictive Model Checking in Bayesian Networks
Language: en
Pages: 190
Authors: AAron Crawford
Categories: Bayesian statistical decision theory
Type: BOOK - Published: 2014 - Publisher:

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This simulation study compared the utility of various discrepancy measures within a posterior predictive model checking (PPMC) framework for detecting different
A Posterior Predictive Model Checking Method Assuming Posterior Normality for Item Response Theory
Language: en
Pages: 72
Authors: Megan Rebecca Kuhfeld
Categories:
Type: BOOK - Published: 2016 - Publisher:

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This study investigated the violation of local independence assumptions within unidimensional item response theory (IRT) models. IRT models assume that for a gi
A Comparison of Frequentist and Bayesian Approaches for Confirmatory Factor Analysis
Language: en
Pages: 107
Authors: Menglin Xu
Categories: Confirmatory factor analysis
Type: BOOK - Published: 2019 - Publisher:

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Model fit indices within the framework of structural equation models are crucial in evaluating and selecting the most appropriate model to fit data. The perform
Bayesian Estimation of Factor Analysis Models with Incomplete Data
Language: en
Pages:
Authors: Edgar C. Merkle
Categories: Bayesian statistical decision theory
Type: BOOK - Published: 2005 - Publisher:

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Abstract: Missing data are problematic for many statistical analyses, factor analysis included. Because factor analysis is widely used by applied social scienti