Model Assumption Violations in Bayesian Latent Mediation Analysis
An Exploration of Bayesian SEM Fit Indices and PPP
Bibliographic Data
| ID | 12424883 |
|---|---|
| Authors | Haiyan Liu (0000-0002-3812-7520, University of California, corresponding author), Ihnwhi Heo (0000-0002-6123-3639, University of California), Aleksandr Ivanov (0000-0003-4551-5334, University of California), Sarah Depaoli (0000-0002-1277-0462, University of California) |
| Year | 2025 |
| Volume | 32 |
| Issue | 5 |
| Pages | 866-896 |
| Publication date | 2025-06-18 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Structural Equation Modeling: A Multidisciplinary Journal (JOURNAL) |
| Journal identifiers | ISSN: 1070-5511 • E-ISSN: 1532-8007 |
| Publisher | Taylor & Francis (PUBLISHER • GB) |
| DOI | 10.1080/10705511.2025.2503789 |
| OpenAlex | W4411408692 |
| Language | EN |
| Citations received | 2 |
| References cited | 46 |
Bayesian inference · Bayesian probability · Bayesian statistics · Econometrics · Latent variable · Machine learning · Mediation · Sociology · Statistics · Structural equation modeling · Bayesian Modeling and Causal Inference · Computational and Text Analysis Methods · Computer Science · Mathematics · Psychology · Topic Modeling · Artificial Intelligence
Introduction to Statistical Mediation Analysis
Conceptual issues concerning mediation, interventions and composition
Mediation analysis in epidemiology
Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper)
Bayesian structural equation modeling
Interpretation and identification of causal mediation.
Mediation analysis allowing for exposure–mediator interactions and causal interpretation
Bayesian mediation analysis.
Effect size measures for mediation models
Cutoff criteria for fit indexes in covariance structure analysis
Equivalence of the Mediation, Confounding and Suppression Effect
A general approach to causal mediation analysis.
Mediation Analysis
Structural Equations with Latent Variables
Performance of Model Fit and Selection Indices for Bayesian Piecewise Growth Modeling with Missing Data
The Sensitivity of Bayesian Fit Indices to Structural Misspecification in Structural Equation Modeling
Impact of Informative Priors on Model Fit Indices in Bayesian Confirmatory Factor Analysis
Sensitivity of Bayesian Model Fit Indices to the Prior Specification of Latent Growth Models
Detecting Model Misspecification in Bayesian Piecewise Growth Models
Year Old Unbiased Distribution Free Estimator Reliably Improves SEM Statistics for Nonnormal Data
Advances in Bayesian Model Fit Evaluation for Structural Equation Models
Understanding the Deviance Information Criterion for SEM
Under-Fitting and Over-Fitting
Handling Measurement Error and Omitted Confounders Considering Informativeness of the Confounding Effect under Mediation Modeling
Bayesian Inference of Dynamic Mediation Models for Longitudinal Data
Evaluating Model Fit in Bayesian Confirmatory Factor Analysis With Large Samples
The Relationship Between Root Mean Square Error of Approximation and Model Misspecification in Confirmatory Factor Analysis Models
Required Sample Size to Detect the Mediated Effect
Sensitivity of Fit Indices to Model Misspecification and Model Types
Different Roles of Prior Distributions in the Single Mediator Model with Latent Variables
Factor analysis. An introduction and manual for the psychologist and social scientist
Parameter Recovery for Misspecified Latent Mediation Models in the Bayesian Framework
Beyond Baron and Kenny
The moderator–mediator variable distinction in social psychological research
| Unique citing works | 2 |
|---|---|
| Citations per year | 2 |
| Citation span | 2026 - 2026 (1) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 2 |