In Event: Hilton Roundtable Session 6

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

Haiyan Liu, University of California - Merced

Exploration and Identification of Predictors to Teacher Job Satisfaction via a Machine Learning Technique, Group Mnet - Jin Eun Yoo, Korea National University of Education; Minjeong Rho, Korea National University of Education

A Comparison of Missing Imputation Methods for Covariates in Propensity Score Analysis Using Random Forests - Yongseok Lee, University of Florida; Walter L. Leite, University of Florida

A Text Mining Approach to Measuring Educational Scholarly Impact - Yi Chen, Columbia University; Xiang Liu, Educational Testing Service; Hui Soo Chae, Teachers College, Columbia University; Gary J. Natriello, Teachers College, Columbia University

Evaluating the Mediation Effect of a Social Network: Model Specification and Application - Haiyan Liu, University of California - Merced; Ick Hoon Jin, University of Notre Dame; Zhiyong Zhang; Ying Yuan, The University of Texas - M.D. Anderson Cancer Center

The Structure of Academic Achievement: Searching for Proximal Mechanisms Using Machine Learning Techniques - Rafael Quintana, University of Kansas

Haiyan Liu, University of California - Merced