Mi-Ok Kim

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 5

Top Topics

Variable Selection

Statistical Tests

Medical Devices

Top Venues

Comput. Stat. Data Anal.

J. Multivar. Anal.

Publications

Jean Feng, Adarsh Subbaswamy, Alexej Gossmann, Harvineet Singh, Berkman Sahiner, Mi-Ok Kim, Gene Anthony Pennello, Nicholas Petrick, Romain Pirracchio, Fan Xia
Designing monitoring strategies for deployed machine learning algorithms: navigating performativity through a causal lens. CLeaR (2024)
Jean Feng, Adarsh Subbaswamy, Alexej Gossmann, Harvineet Singh, Berkman Sahiner, Mi-Ok Kim, Gene Pennello, Nicholas Petrick, Romain Pirracchio, Fan Xia
Towards a Post-Market Monitoring Framework for Machine Learning-based Medical Devices: A case study. CoRR (2023)
Harvineet Singh, Fan Xia, Mi-Ok Kim, Romain Pirracchio, Rumi Chunara, Jean Feng
A Brief Tutorial on Sample Size Calculations for Fairness Audits. CoRR (2023)
Yizeng He, Soyoung Kim, Mi-Ok Kim, Wael Saber, Kwang Woo Ahn
Optimal treatment regimes for competing risk data using doubly robust outcome weighted learning with bi-level variable selection. Comput. Stat. Data Anal. 158 (2021)
Hyunkeun Cho, Seonjin Kim, Mi-Ok Kim
Multiple quantile regression analysis of longitudinal data: Heteroscedasticity and efficient estimation. J. Multivar. Anal. 155 (2017)
Mi-Ok Kim, Jun-Ho Her, R. S. Ramakrishna
Replication Decision Making for Dynamic Data Replica Management in Data Grid. PDPTA (2004)