Minjeong Jeon
Moore Hall 3141
405 Hilgard Avenue
Los Angeles, CA 90095-1521

Minjeong Jeon

Associate Professor

Education

Ph.D., Quantitative Methods and Evaluation, University of California, Berkeley

M.A., Statistics, University of California, Berkeley

M.A., Quantitative Methods, Measurement and Evaluation, Yonsei University

B.A., Education and Sociology, Yonsei University

Teaching & Research Interests

Research
My research revolves around developing, applying, and estimating a variety of latent variable models for studying measurement and growth. I also have a keen interest in developing efficient computational algorithms and software packages. My recent research topics include respondent-item network analysis, dynamic feedback process modeling, and joint modeling of behavioral and biological process data.

Teaching
255C: Advanced seminar on statistical modeling with latent variables
255C: Advanced seminar on cross-classified multilevel modeling
231A: Toolkit for Advanced quantitative methodology research

Select Publications

Jeon, M., Rijmen, F., & Rabe-Hesketh, S. (2018). CFA models with a general factor and multiple sets of secondary factors. Psychometrika, 83, 785-808.

Jin, I-H. & Jeon, M. (2018). [co-first-authors] A doubly latent space joint model for the analysis of item response data. Psychometrika. 84, 236-260.

Jeon, M. & De Boeck, P. (2019). An analysis of an item response strategy based on knowledge retrieval. Behavior Research Methods., 51, 697-719.

Jeon, M., Kaufman, C. & Rabe-Hesketh, S. (2019). Monte Carlo local likelihood approximation. Biostatistics, 20, 164–179.

Jeon, M. & De Boeck, P. (2017). Decision qualities of Bayes factor and p-value based hypothesis testing. Psychological Methods, 22, 340-360.

Jeon, M., Rijmen, F. & Rabe-Hesketh, S. (2017). A variational maximization-maximization algorithm for generalized linear mixed models with crossed random effects. Psychometrika, 82, 693-716.

Jeon, M. & Rabe-Hesketh, S. (2016). An autoregressive growth model for longitudinal item analysis. Psychometrika, 81, 830-850