Ke-Hai Yuan
Professor
- Office
- E432 Corbett Family Hall
Notre Dame, IN 46556 - kyuan@nd.edu
Statistical Methods for Real Data Lab
Professor Yuan is open to admitting graduate students for fall 2024 matriculation.
Research and teaching interests
Research interests (structural equation modeling, mediation and moderation analysis, robust methods, missing data); Teaching interests (structural equation modeling, computational statistics, missing data analysis, linear models).
Biography
Ke-Hai Yuan is a mathematical statistician by training. His research interests span the areas of statistics, research methodology, measurement, and data science. The topics he has worked and published include: mean comparison; regression; factor analysis; structural equation modeling; multilevel modeling; growth curve model; mixture model; item response model; measurement invariance; mediation and moderation analysis; post-hoc power; meta analysis/combining mean differences; asymptotics; statistical computation; estimating equations; bootstrap and cross-validation; nonnormal distribution; robust methods; missing data; big data; equivalence testing; empirical modeling/statistical learning; and software development.
Education
Ph.D., UCLA
M.S., Beijing Institute of Technology
B.S., Beijing Institute of Technology