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Sequential Gibbs Sampling Algorithm for Cognitive Diagnosis Models with Many Attributes

期刊: MULTIVARIATE BEHAVIORAL RESEARCH, ; ()

Cognitive diagnosis models (CDMs) are useful statistical tools to provide rich information relevant for intervention and learning. As a popular approa......

Simple use of BIC to Assess Model Selection Uncertainty: An Illustration using Mediation and Moderation Models

期刊: MULTIVARIATE BEHAVIORAL RESEARCH, 2020; 55 (1)

The Bayesian information criterion (BIC) has been used sometimes in SEM, even adopting a frequentist approach. Using simple mediation and moderation m......

A Comparison of Fixed-Effects and Random-Effects Models for Multivariate Meta-Analysis Using an SEM Approach

期刊: MULTIVARIATE BEHAVIORAL RESEARCH, 0; ()

This study compared fixed-effects (FE) and random-effects (RE) models in meta-analysis for synthesizing multivariate effect sizes under the framework ......

A Two-level Moderated Latent Variable Model with Single Level Data

期刊: MULTIVARIATE BEHAVIORAL RESEARCH, 0; ()

With single-level data, Yuan, Cheng and Maxwell developed a two-level regression model for more accurate moderation analysis. This article extends the......

A Note on the Conversion of Item Parameters Standard Errors

期刊: MULTIVARIATE BEHAVIORAL RESEARCH, 2019; 54 (2)

The relations among alternative parameterizations of the binary factor analysis (FA) model and two-parameter logistic (2PL) item response theory (IRT)......

JIF:2.14

What Causes the Mean Bias of the Likelihood Ratio Statistic with Many Variables?

期刊: MULTIVARIATE BEHAVIORAL RESEARCH, 0; ()

Survey data often contain many variables. Structural equation modeling (SEM) is commonly used in analyzing such data. However, conventional SEM method......

Using Diagnostic Classification Models to Validate Attribute Hierarchies and Evaluate Model Fit in Bayesian Networks

期刊: MULTIVARIATE BEHAVIORAL RESEARCH, 0; ()

We investigate the relationship between Bayesian inference networks (BayesNets) and diagnostic classification models (DCMs). Specifically, we demonstr......

Bayesian Diagnostics of Hidden Markov Structural Equation Models with Missing Data

期刊: MULTIVARIATE BEHAVIORAL RESEARCH, 2018; 53 (2)

Cocaine is a type of drug that functions to increase the availability of the neurotransmitter dopamine in the brain. However, cocaine dependence or ab......

JIF:2.14

Assessment of Differential Rater Functioning in Latent Classes with New Mixture Facets Models

期刊: MULTIVARIATE BEHAVIORAL RESEARCH, 2017; 52 (3)

Multifaceted data are very common in the human sciences. For example, test takers' responses to essay items are marked by raters. If multifaceted data......

JIF:3.69

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