Yunxiao Chen

Assistant Professor

The Institute for Quantitative Theory and Methods

Assistant Professor

The Department of Psychology

Office: 370 Psychology Building

Phone: 404-727-7657

Email: yunxiao.chen@emory.edu

Additional Contact Information

Mailing Address:

Department of Psychology

36 Eagle Row
Emory University

Atlanta, GA 30322

Additional Websites

Education

  • Ph.D, Statistics, Columbia University, 2016

Biography

Dr. Chen’s primary scholarly focus is on statistical methods in diagnostic assessment and the role of latent variables and latent variable models in psychological measurement. His articles have been published in a number of leading journals including Applied Psychological MeasurementJournal of the American Statistical Association and Psychometrika.

Research

Latent variable modeling and variable selection and their applications in psychological and educational measurement, including problems in item response theory, latent class analysis, multidimensional scaling and unfolding, diagnostic measurement, and network analysis. Sequential analysis, with applications in computerized adaptive testing and adaptive tutoring. High dimensional data analysis.

Publications

Chen, Y., Liu, J., Xu, G. and Ying, Z. (2015). Statistical Analysis of Q-matrix Based Diagnostic Classification Models. Journal of the American Statistical Association, 110, 850-866.

Chen, Y., Liu, J. and Ying, Z. (2015). Online Item Calibration for Q-matrix in CD-CAT. Applied Psychological Measurement, 39, 5-15.

Sun, J., Chen, Y., Liu, J., Ying, Z. and Tao, X. (2016). Latent Variable Selection for Multidimensional Item Response Theory Models via  Regularization. Psychometrika. In press.

Teaching