Publications

* indicates the corresponding author.

• Bing Li., and Kyongwon Kim.* (2024). On sufficient graphical models. Journal of Machine Learning Research, 25(17), 1-64.

• Kyongwon Kim.*(2023). A note on sufficient dimension reduction with post dimension reduction statistical inference. AStA Advances in Statistical Analysis, 1-21.

• Jun Song., kyongwon Kim.* , and Jae Keun Yoo. (2023). On a nonlinear extension of the principal fitted component model. Computational Statistics & Data Analysis, 182, 107707.

• Jiyeong Kang., Haein Jeon., Eunsik Kim., kyongwon Kim.*, Hayoung Jung., and Chris Lee. (2023). Cross-cultural comparison of body dimensions and trends: an analysis of ANSUR and Size Korea datasets for automotive seating design. Ergonomics, 1-12.

• Jong-yoon Park., Gijeong Noh., Tobin Im., and Kyongwon Kim.* (2023). Dynamics and stability analysis of the Kim Jong-il’s regime’s winning coalition: A focus on social network analysis (김정일 정권 승자연합의 변동과 안정성 분석: 소셜 네트워크 분석을 중심으로). Korean Public Administration Review, 57(3), 195-230.

• Jun Song., and Kyongwon Kim.* (2022). Sparse multivariate functional principal component analysis. Stat, 11(1), e435.

• Yujin Park., kyongwon Kim.*, and Jae Keun Yoo. (2022). On cross-distance selection algorithm for hybrid sufficient dimension reduction. Computational Statistics & Data Analysis, 176, 107562.

• Yujin Park., Yoonhee Choi., kyongwon Kim.*, and Jae Keun Yoo., (2022). Machine learning approach for study on subway passenger flow. Scientific Reports, 12(1), 2754.

• Kyongwon Kim.*(2022). On principal graphical models with application to gene network. Computational Statistics & Data Analysis, 166, 107344.

• Jashwant Thota., Eunsik Kim., Andris Freivalds., and kyongwon Kim. (2022). Development and evaluation of attachable anti-vibration handle. Applied Ergonomics, 98, 103571.

• kyongwon Kim., and Jae Keun Yoo. * (2021) . More on directional regression. Communications for Statistical Applications and Methods 28(5), 553-562.

• Kyongwon Kim., Bing Li., Zhou Yu., and Lexin Li. (2020). On post dimension reduction statistical inference. The Annals of Statistics, Volume 48, Number 3, 1567-1592.

R Package

• SizeEstimation : Estimating Sizes of Populations at Risk of HIV Infection from Multiple Data Sources Using a Bayesian Hierarchical Model

Reviewer

• Journal of the Royal Statistical Society Series C
• Journal of Machine Learning Research
• Journal of Multivariate Analysis
• Computational Statistics & Data Analysis
• STAT
• Journal of the Korean Statistical Society
• PLOS One
• R Journal