Kwonsang Lee

1. Causal Rule Ensemble: Interpretable Discovery and Inference of Heterogeneous Treatment Effects
   2020/09/18 by Falco J. Bargagli-Stoffi, Bargagli-Stoffi, Falco J., Cadei, Riccardo +4 · 5 citations
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
2. A Nonparametric Likelihood Approach for Inference in Instrumental Variable Models
   2016/05/12 by Kwonsang Lee, Lee, Kwonsang, Bhaswar B. Bhattacharya +5 · 1 citation
   Mathematics · Engineering · Computer Science · #Statistical Methods and Inference #Control Systems and Identification #Gaussian Processes and Bayesian Inference
3. Estimating the Malaria Attributable Fever Fraction Accounting for Parasites Being Killed by Fever and Measurement Error
   2016/05/24 by Kwonsang Lee, Dylan S. Small, Lee, Kwonsang +1 · 1 citation
   Mathematics · Medicine · #Applications (stat.AP) #COVID-19 epidemiological studies #FOS: Computer and information sciences #Malaria Research and Control #Methodology (stat.ME)
4. Discovering Effect Modification and Randomization Inference in Air Pollution Studies
   2018/02/19 by Kwonsang Lee, Dylan S. Small, Lee, Kwonsang +3 · 1 citation
   Economics, Econometrics and Finance · Environmental Science · Mathematics · #Advanced Causal Inference Techniques #Air Quality and Health Impacts #Applications (stat.AP) #Economic and Environmental Valuation #FOS: Computer and information sciences #Methodology (stat.ME)
5. Absolute average and median treatment effects as causal estimands on metric spaces
   2024/07/04 by Ha-Young Shin, Shin, Ha-Young, K.Y. Kim +5 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference