Division D - Measurement and Research Methodologies / Division D - Section 2: Quantitative Methods and Statistical Theory

Melissa D Barnett, Massachusetts Institute of Technology

Evaluation of Covariate Selection in Propensity Score Analysis - Akihito Kamata, Southern Methodist University; Patrick Lan, Southern Methodist University; Elisa Gallegos, Southern Methodist University

Teaching Neural Networks to Estimate Propensity Scores - Zachary Kendall Collier, University of Florida; Walter L. Leite, University of Florida

Optimal Design in Cluster-Randomized Trials of Cross-Level Mediation - Zuchao Shen, University of Georgia; Benjamin Kelcey, University of Cincinnati; Kyle T. Cox, University of Cincinnati; Jiaqi Zhang, SKT Education Group

Latent Growth Curve and Repeated Measures Analysis of Variance Contrasts: What the Models Are Telling You - Michael J. Rovine, University of Pennsylvania; Paul A. McDermott, University of Pennsylvania

Three-Level Longitudinal Mediation With Nested Units: How Does an Upper Level Predictor Influence a Lower Level Outcome via an Upper Level Mediator Over Time? - Qian Zhang, Florida State University

TIMSS (Trends in International Mathematics and Science Study) Student and Teacher Variables Through Machine Learning: Focusing on Korean Fourth Graders' Mathematics Achievement - Jin Eun Yoo, Korea National University of Education