Jooho Kim
Portrait of Jooho Kim

Jooho Kim

Hi, welcome to my website. I am a master’s student in the Department of Statistics at Seoul National University, advised by Professor Yei Eun Shin. My research focuses on multiple imputation for missing covariates in survival analysis under two-phase sampling designs, such as case-cohort and nested case-control studies. My master’s research is supported by a graduate fellowship from the National Research Foundation of Korea. Previously, I received my Bachelor’s degree in Food and Resource Economics and Statistics from Korea University.

Download CV (PDF) Recent Works Honors and Awards Teaching

Research Interests

My primary methodological interests are in statistical machine learning, optimization, high-dimensional and multivariate statistics, and missing data.

CV

View my CV (PDF).

Recent Works

Preprint

Preprint

Kim and Shin (2025) Scalable and Efficient Multiple Imputation for Case-Cohort Studies via Influence Function-Based Supersampling.
arXiv:2511.14692.

[paper] [software]
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Presentation at the 2025 Winter Conference of the Korean Statistical Society

"Scalable and Efficient Multiple Imputation for Case-Cohort Studies via Influence Function-Based Supersampling"

Recipient of the Graduate Student Paper Award

[slides]
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Presentation at the 2nd Symposium on Causal Inference

"Multiple imputation for incomplete survival data with missing covariates: Toward valid causal inference"

[slides]

Honors and Awards

  • Graduate Student Paper Award, Korean Statistical Society, Dec. 2025
  • Fellowship for Fundamental Academic Fields, Seoul National University, May 2024; Feb. 2025
  • Graduate Research Fellowship in Science and Engineering, National Research Foundation of Korea, Sep. 2024 - Aug. 2025
  • Special Scholarship, Korea University, Sep. 2022; Mar. 2023
  • Semester High Honors, Korea University, Sep. 2018; Mar. 2022; Mar. 2023
  • Agricultural Economics Alumni Scholarship, Department of Food and Resource Economics, Korea University, Mar. 2022

Teaching

Teaching Assistant at Seoul National University

  • Fall 2025: Survival Data Analysis and Lab
  • Spring 2025: Selected Topics Seminar
  • Fall 2024: Mathematical Statistics 2
  • Spring 2024: Statistics Lab