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APS

31st APS Annual Convention

Advanced Bayesian Methods in Popular Psychological Modeling

Friday, May 24, 2019 · Washington, DC

Oral · Methodology

Bayesian methods are gaining more and more popularity in social and behavioral sciences because of their strengths. This symposium brings together five quantitative researchers who are active in developing Bayesian methods and applying them to popular psychological models. The focus is on Bayesian methods with complex model or data structures.

Chairs & Discussants

  • Xin TongChair
    University of Virginia

Presentations

  1. Three-Level Longitudinal Mediation Modeling: Estimation and ApplicationsQian Zhang
  2. Testing for Interindividual Differences in Intraindividual Change in Bayesian Growth Curve ModelingRobert Moulder, Xin Tong
  3. Eliminating Selection Bias in Two-Stage Bayesian Causal Models with Nonnormal Missing DataDingjing Shi, Xin Tong
  4. Comparing Different Methods for Modeling between-Studies Heterogeneity in SEM ParametersZijun Ke