^ = Co-first authors

* = Corresponding author

Published or Accepted Papers

1. Shin, C. W., Kim, G. A., Park, W. J., Park, K. Y., Jeon, J. M., Oh, H. J., Kim, M. J. and Lee, B. C. (2016). Learning, memory and exploratory similarities in genetically identical cloned dogs. Journal of Veterinary Science, 17, 563-567. (Link)

2. Jeon, J. M. and Park, B. U. (2020). Additive regression with Hilbertian responses. Annals of Statistics, 48, 2671-2697. (Link)

3. 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. (Link)

4. 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. (Link)

5. Jeon, J. M., Lee, Y. K., Mammen, E. and Park, B. U. (2022). Locally polynomial Hilbertian additive regression. Bernoulli, 28, 2034-2066. (Link)

6. 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. (Link)

7. 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. (Link)

8. Park, S., Jeon, J. M. and Lee, Y. K. (2023). Nonparametric compositional data analysis for tourism industry in Gangwon area. The Korean Journal of Applied Statistics, 36, 473-488. (Link)

9. 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. (Link)

10. 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. (Link)

11. Jeon, J. M. (2025). Errors-in-variables regression for mixed Euclidean and non-Euclidean predictors. To appear in Journal of Nonparametric Statistics. (Link)

Papers under Review or Revision

1. Jeon, J. M. Deconvolution density estimation on Lie groups without auxiliary data.

2. Jeon, J. M.* and Van Bever, G. Multivariate Hilbertian additive regression with general estimated variables. Under revision for Bernoulli.

3. Jeon, J. M.* and Van Bever, G. Additive regression for Riemannian functional responses. Under revision for Journal of Multivariate Analysis.

4. Jeon, J. M. and Bandyopadhyay, D. Structured nonparametric regression for functional DTI data. 

5. Kim, G. M., Park, B. U. and Jeon, J. M.* Hybrid deep additive neural networks.