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Personal profile

Research Interests

My primary research pertains to the use of latent variable modeling, machine learning, and other quantitative methods to solve practical problems in educational and psychological testing. Here are a few of my current research interests:

  • Latent variable modeling: missing data, response times, diagnostic classification, Bayesian estimation;

  • Longitudinal models for learning and interventions;

  • Analysis of complex data (e.g., log data) in computer-based testing and learning environments.

Teaching

  • STAT 428 - Fall 2021
  • PSYC 490 - Fall 2020
  • Online workshop on Statistical Learning of Process Data (Video recording)

Education/Academic qualification

Quantitative Psychology, Ph.D., University of Illinois Urbana-Champaign

Award Date: Aug 22 2018

Applied Mathematics, MS, University of Illinois Urbana-Champaign

Award Date: May 20 2017

Psychology, BA, Bryn Mawr College

Award Date: May 15 2014

Mathematics, BA, Haverford College

Award Date: May 15 2014

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