Working paper with Saiah Lee · UNIST
2026
Largest-Shareholder Ownership and Post-Filing Corrections: Monitoring, Detection, and Disclosure
Reconstructed versioned annual-report histories from Korea's OpenDART system,
producing a verified panel of 4,482 firm-years from 672 listed nonfinancial firms over 2018–2024.
The study examines ownership concentration and post-filing corrections using fixed-effects,
lagged-variable, within-between, placebo, and sensitivity analyses, with particular attention
to monitoring, detection, disclosure incentives, and identification limits.
AuditingOpenDARTPanel DataFixed EffectsIdentification
Solo-authored working paper · SSRN 7105059
2026
Designing Alliance Contracts under Uncertainty: Indexation, Renegotiation Risk, and the U.S.-ROK Special Measures Agreement
Studies the U.S.-ROK defense cost-sharing agreement as an incomplete contract, combining
institutional analysis with contribution and inflation data to examine indexation,
renegotiation risk, and contractual adaptation.
View on SSRN / DOI →
Political EconomyIncomplete ContractsInstitutional Analysis
2025
FOMC Sentiment Index Using FinBERT
Built a time-series sentiment index from Federal Reserve statements and minutes using FinBERT,
including data preprocessing, sentence-level sentiment scoring, exploratory macroeconomic analysis,
a real-time dashboard, and lag analysis.
Project repository →
2025
Identification of Age-Related Genes in Skeletal Muscle Using Ensemble Machine Learning
Zenodo publication using GTEx transcriptomic data and XGBoost-based ensemble methods
to study gene-expression patterns associated with skeletal-muscle aging.
View publication →
2025
Creating a User-friendly Shiny App for Reproducible Two-Sample Mendelian Randomization Studies
Invited presentation at the SDSU Data Science Symposium with Frederick Joseph Boehm.
