Soyoung Kim, PhD
Assistant Professor
Locations
- Biostatistics
Contact Information
Biography
Dr. Soyoung Kim joined the Division of Biostatistics in Fall 2015. Her research interests include survival analysis, casual inference, biomarker evaluation, missing data, case-cohort studies, and multivariate failure time. She is serving as PhD statistician of two working committees including Primary Immune Deficiency and Infection and Immune Reconstitution in Center for International Blood & Marrow Transplant Research.
Education
PhD, Biostatistics, University of North Carolina, Chapel Hill, NC, 2013
MS, Statistics, Ewha Womans University, Seoul, Korea, 2008
BS, Statistics, Ewha Womans University, Seoul, Korea, 2006
Research Interests
Publications
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Bi-level variable selection for case-cohort studies with group variables.
(Kim S, Woo Ahn K.) Stat Methods Med Res. 2018 Oct 11:962280218803654.
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Screening group variables in the proportional hazards model.
(Ahn KW, Sahr N, Kim S.) Stat Probab Lett. 2018 Apr;135:20-25.
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Analysis of multiple survival events in generalized case-cohort designs.
(Kim S, Zeng D, Cai J.) Biometrics. 2018 Dec;74(4):1250-1260.
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(Kumar AJ, Kim S, Hemmer MT, Arora M, Spellman SR, Pidala JA, Couriel DR, Alousi AM, Aljurf MD, Cahn JY, Cairo MS, Cutler CS, Farhan S, Gergis U, Hale GA, Hashmi SK, Inamoto Y, Kamble RT, Kharfan-Dabaja MA, MacMillan ML, Marks DI, Nakasone H, Norkin M, Qayed M, Ringden O, Schouten HC, Schultz KR, Solh MM, Teshima T, Urbano-Ispizua A, Verdonck LF, Gale RP, Hamilton BK, Majhail NS, Loren AW.) Blood Adv. 2018 05 08;2(9):1022-1031.
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Variable selection with group structure in competing risks quantile regression.
(Ahn KW, Kim S.) Stat Med. 2018 Apr 30;37(9):1577-1586.
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(Myers RM, Hill BT, Shaw BE, Kim S, Millard HR, Battiwalla M, Majhail NS, Buchbinder D, Lazarus HM, Savani BN, Flowers MED, D'Souza A, Ehrhardt MJ, Langston A, Yared JA, Hayashi RJ, Daly A, Olsson RF, Inamoto Y, Malone AK, DeFilipp Z, Margossian SP, Warwick AB, Jaglowski S, Beitinjaneh A, Fung H, Kasow KA, Marks DI, Reynolds J, Stockerl-Goldstein K, Wirk B, Wood WA, Hamadani M, Satwani P.) Cancer. 2018 Feb 15;124(4):816-825.
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Group and within-group variable selection for competing risks data.
(Ahn KW, Banerjee A, Sahr N, Kim S.) Lifetime Data Anal. 2018 07;24(3):407-424.
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Combining biomarkers for classification with covariate adjustment.
(Kim S, Huang Y.) Stat Med. 2017 07 10;36(15):2347-2362.
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(Lampe JW, Huang Y, Neuhouser ML, Tinker LF, Song X, Schoeller DA, Kim S, Raftery D, Di C, Zheng C, Schwarz Y, Van Horn L, Thomson CA, Mossavar-Rahmani Y, Beresford SA, Prentice RL.) Am J Clin Nutr. 2017 02;105(2):466-475.
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(Kim, S., Cai, J. and, Couper, D. .) Statistics in Medicine. .
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(Ataga, K. I., Hinderliter, A., Brittain, J.E., Jones, S., Xu, H., Cai, J., Kim, S., Pritchard Jr, K. A., and Hiller, C.A. .) Hematology. .
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More efficient estimators in case-cohort studies
(Kim, S., Cai, J., and Lu, W..) Biometrika. .