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Youmi Suk
Youmi Suk
Assistant Professor of Applied Statistics, Teachers College, Columbia University
在 tc.columbia.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Random forests approach for causal inference with clustered observational data
Y Suk, H Kang, JS Kim
Multivariate Behavioral Research 56 (6), 829-852, 2021
152021
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
142021
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
92022
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
82022
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
62023
중학교에서의 학업탄력성 추이 분석 및 학교수준에서의 영향요인 탐색
박현정, 이진실, 석유미
아시아교육연구 17 (4), 193-213, 2016
42016
Tuning random forests for causal inference under cluster-level unmeasured confounding
Y Suk, H Kang
Multivariate Behavioral Research 58 (2), 408-440, 2023
32023
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
32023
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
32022
온라인 토론 촉진을 위한 피드백의 역할 탐색
조영환, 박현정, 김정연, 석유미, 이신혜
아시아교육연구 16 (2), 289-313, 2015
32015
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
22023
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
22022
Measuring the heterogeneity of treatment effects with multilevel observational data
Y Suk, JS Kim
Quantitative Psychology: 83rd Annual Meeting of the Psychometric Society …, 2019
22019
Profile Analysis of Elementary School Students’ Smart Device Usage
SUK Youmi
Educational Technology International 18 (1), 27-47, 2017
22017
Regression Discontinuity Designs in Education: A Practitioner's Guide
Y Suk
PsyArXiv, 2023
12023
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
12022
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
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