Publications
* indicates the corresponding author.
Eftychia Solea., Chaehyun Ryu., Bing Li., and Kyongwon Kim.* (2024+). Learning causal graphs via sufficient faithfulness. Submitted.
Jun Song., Kyongwon Kim.*, and Jae Keun Yoo (2024+). Valid asymptotic inference after sufficient dimension reduction in a single-index model. Submitted
David Eniyandunmo., MinJu Shin., Chaeyoung Lee., Alvee Anwar., Eunsik Kim., Kyongwon Kim.*, Yong Hoon Kim., and Chris Lee. (2024). Utilising raw psycho-physiological data and functional data analysis for estimating mental workload in human drivers. Ergonomics, 1-17
Chaeyoung Lee., Minju Shin., David Eniyandunmo., Alvee Anwar., Eunsik Kim., Kyongwon Kim.* , Jae Keun Yoo., and Chris Lee. (2024). Predicting driver’s mental workload using physiological signals: A functional data analysis approach. Applied Ergonomics, 118, 104274.
Aditya Subramani Murugan., Gijeong Noh., Hayoung Jung., Eunsik Kim., kyongwon Kim., Heecheon You., Boubakeur Boufama. (2024). Optimising computer vision-based ergonomic assessments: sensitivity to camera position and monocular 3D pose model. Ergonomics, 1-18.
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, 48(3), 1567-1592.
R Package
- SizeEstimation : Estimating Sizes of Populations at Risk of HIV Infection from Multiple Data Sources Using a Bayesian Hierarchical Model
Grants
(co-I) Basic Research Laboratory (BRL) research grant from the National Research Foundation of Korea (NRF) (RS-2023-00219212), Jun 2023 $\sim$ Feb 2026
(PI) High-Potential Individuals Global Training Program from IITP(Institute for Information $\&$ Communications Technology Planning $\&$ Evaluation) (RS-2022-00154879), May 2022 $\sim$ Apr 2023
(co-I) PMC Service for Strengthening Financial Sector Early Warning and Contingency Management Capacity Project in Vietnam from KOICA and Financial Supervisory Service (FSS), Feb 2022 $\sim$ Dec 2025
(PI) Basic Science Research Program from the National Research Foundation of Korea (NRF) (No.2021R1F1A1046976) , Jun 2021 $\sim$ Feb 2024
(PI) Ewha Startup Grant, Mar 2021 $\sim$ Feb 2023
(PI) Ewha Startup Grant from College of Natural Science, Mar 2021 $\sim$ Feb 2023
Reviewer
- Journal of the Royal Statistical Society Series C
- Journal of Machine Learning Research
- Journal of Multivariate Analysis
- Computational Statistics & Data Analysis
- STAT
- Statistical Papers
- Journal of the Korean Statistical Society
- PLOS One
- R Journal
- Biometrics