Non-Euclidean Data
Measurement Error
Causal Discovery
Deep Learning
Survival Data
2012 – 2018
Ph.D. in Statistics, Seoul National University
2005 – 2012
B.S. in Mathematical Sciences & Statistics, Seoul National University
2026–Present
Assistant Professor, Seoul National University
2024–2026
Assistant Professor, Ewha Womans University
2021–2022
Postdoctoral Fellow, KU Leuven & University of Namur
2018–2021
Postdoctoral Fellow, KU Leuven
Jeon, J. M. and Park, B. U. (2020). Additive regression with Hilbertian responses. Annals of Statistics, 48, 2671-2697.
Jeon, J. M., Park, B. U. and Van Keilegom, I. (2021). Additive regression for predictors of various natures and possibly incomplete Hilbertian responses. Electronic Journal of Statistics, 15, 1473-1548.
Jeon, J. M., Park, B. U. and Van Keilegom, I. (2021). Additive regression for non-Euclidean responses and predictors. Annals of Statistics, 49, 2611-2641.
Jeon, J. M., Lee, Y. K., Mammen, E. and Park, B. U. (2022). Locally polynomial Hilbertian additive regression. Bernoulli, 28, 2034-2066.
Jeon, J. M., Park, B. U. and Van Keilegom, I. (2022). Nonparametric regression on Lie groups with measurement errors. Annals of Statistics, 50, 2973-3008.
Jeon, J. M. and Van Keilegom, I. (2023). Density estimation for mixed Euclidean and non-Euclidean data in the presence of measurement error. Journal of Multivariate Analysis, 193, 105125.
Cho, S., Jeon, J. M., Kim, D., Yu, K. and Park, B. U. (2024). Partially linear additive regression with a general Hilbertian response. Journal of the American Statistical Association, 119, 942-956.
Jeon, J. M. and Van Keilegom, I. (2024). Density estimation and regression analysis on hyperspheres in the presence of measurement error. Scandinavian Journal of Statistics, 51, 513-556.
Jeon, J. M. (2025). Errors-in-variables regression for mixed Euclidean and non-Euclidean predictors. Journal of Nonparametric Statistics, 37, 282-318.
Jeon, J. M. (2025). Deconvolution density estimation on Lie groups without auxiliary data. Journal of Multivariate Analysis, 209, 105464.
Jeon, J. M. and Van Bever, G. (2025). Additive regression for Riemannian functional responses. Journal of Multivariate Analysis, 210, 105466.
Im, C. J., Jeon, J. M. and Park, B. U. (2025). Local Frechet regression with spherical predictors. Electronic Journal of Statistics, 19, 5313-5367.
Best Ph.D. Thesis Award
S-OIL Dissertation of the Year Award
