Random forests approach for causal inference with clustered observational data Y Suk, H Kang, JS Kim Multivariate Behavioral Research 56 (6), 829-852, 2021 | 15 | 2021 |
Auditory-perceptual features of speech in children and adults with Down syndrome: A speech profile analysis RD Kent, J Eichhorn, EM Wilson, Y Suk, DM Bolt, HK Vorperian Journal of Speech, Language, and Hearing Research 64 (4), 1157-1175, 2021 | 14 | 2021 |
The first 20 months of the COVID-19 pandemic: Mortality, intubation and ICU rates among 104,590 patients hospitalized at 21 United States health systems MC Fiore, SS Smith, RT Adsit, DM Bolt, KL Conner, SL Bernstein, OD Eng, ... PloS one 17 (9), e0274571, 2022 | 9 | 2022 |
Hybridizing machine learning methods and finite mixture models for estimating heterogeneous treatment effects in latent classes Y Suk, JS Kim, H Kang Journal of Educational and Behavioral Statistics 46 (3), 323-347, 2021 | 9* | 2021 |
Robust machine learning for treatment effects in multilevel observational studies under cluster-level unmeasured confounding Y Suk, H Kang Psychometrika 87 (1), 310-343, 2022 | 8 | 2022 |
Smoking status, nicotine medication, vaccination, and COVID-19 hospital outcomes: findings from the COVID EHR cohort at the University of Wisconsin (CEC-UW) study TM Piasecki, SS Smith, TB Baker, WS Slutske, RT Adsit, DM Bolt, ... Nicotine and Tobacco Research 25 (6), 1184-1193, 2023 | 6 | 2023 |
중학교에서의 학업탄력성 추이 분석 및 학교수준에서의 영향요인 탐색 박현정, 이진실, 석유미 아시아교육연구 17 (4), 193-213, 2016 | 4 | 2016 |
Tuning random forests for causal inference under cluster-level unmeasured confounding Y Suk, H Kang Multivariate Behavioral Research 58 (2), 408-440, 2023 | 3 | 2023 |
Relations of current and past cancer with severe outcomes among 104,590 hospitalized COVID-19 patients: the COVID EHR cohort at the University of Wisconsin MB Nolan, TM Piasecki, SS Smith, TB Baker, MC Fiore, RT Adsit, DM Bolt, ... Cancer epidemiology, biomarkers & prevention 32 (1), 12-21, 2023 | 3 | 2023 |
Regression discontinuity designs with an ordinal running variable: Evaluating the effects of extended time accommodations for english-language learners Y Suk, PM Steiner, JS Kim, H Kang Journal of Educational and Behavioral Statistics 47 (4), 459-484, 2022 | 3 | 2022 |
온라인 토론 촉진을 위한 피드백의 역할 탐색 조영환, 박현정, 김정연, 석유미, 이신혜 아시아교육연구 16 (2), 289-313, 2015 | 3 | 2015 |
Estimating heterogeneous treatment effects within latent class multilevel models: A bayesian approach W Lyu, JS Kim, Y Suk Journal of Educational and Behavioral Statistics 48 (1), 3-36, 2023 | 2 | 2023 |
A psychometric framework for evaluating fairness in algorithmic decision making: Differential algorithmic functioning Y Suk, KT Han Journal of Educational and Behavioral Statistics, 10769986231171711, 2022 | 2 | 2022 |
Measuring the heterogeneity of treatment effects with multilevel observational data Y Suk, JS Kim Quantitative Psychology: 83rd Annual Meeting of the Psychometric Society …, 2019 | 2 | 2019 |
Profile Analysis of Elementary School Students’ Smart Device Usage SUK Youmi Educational Technology International 18 (1), 27-47, 2017 | 2 | 2017 |
Regression Discontinuity Designs in Education: A Practitioner's Guide Y Suk PsyArXiv, 2023 | 1 | 2023 |
A Within-Group Approach to Ensemble Machine Learning Methods for Causal Inference in Multilevel Studies Y Suk Journal of Educational and Behavioral Statistics, 10769986231162096, 2022 | 1 | 2022 |
Designing Optimal, Data-Driven Policies from Multisite Randomized Trials Y Suk, C Park Psychometrika, 2023 | | 2023 |
Evaluating Intersectional Fairness in Algorithmic Decision Making Using Intersectional Differential Algorithmic Functioning Y Suk, KCT Han PsyArXiv, 2023 | | 2023 |
Fuzzy Regression Discontinuity Designs with Multiple Control Groups Under One-Sided Noncompliance: Evaluating Extended Time Accommodations Y Suk, Y Kim PsyArXiv, 2023 | | 2023 |