Publications

*corresponding author, †supervised by Dr. Shin

Manuscripts in Progress 

Kim J† and Shin Y-E* (2025+) Scalable and Efficient Multiple Imputation for Case-Cohort Studies via Influence Function-Based Supersampling (preprint) link

Oh J† and Shin Y-E* (2025+) A Surrogate-calibrated Updating Method for Logistic Regression with Missing Covariates (in revision)

Pfeiffer RM*, Loeb TR, and Shin Y-E (2025+) Incorporating Auxiliary Information into Assessment of Accuracy and Discrimination of Risk Models when Some Predictors are Missing (in revision)

Statistical Methodology

Chang Y†, Anastasia I, Albanes D, Fine JP, and Shin Y-E*. (2025+) Prediction of transition probabilities in multi-state models with nested case-control data, Biometrics (available online) link

Chang Y†, Anastasia I, Albanes D, Fine JP, and Shin Y-E*. (2025) Dynamic prediction by landmarking with data from cohort subsampling designs, Statistical Methods in Medical Research (available online) link

Shin Y-E* and Saegusa T. (2024) Nested case-control sampling without replacement, Lifetime Data Analysis, 30(n), 776–799. link

Chang Y†, Anastasia I, Albanes D, Fine JP, and Shin Y-E*. (2024) Pooling controls from nested case-control studies with the proportional risks model, Biostatistics, 26(1). link

Shin Y-E, Gail MH, and Pfeiffer RM*. (2022) Assessing risk model calibration with missing covariates, Biostatistics, 23(3), 875-890. link

Shin Y-E*, Pfeiffer RM, Graubard BI, and Gail MH. (2022) Weight calibration to improve efficiency for estimating pure risks from the additive hazards model with the nested case‐control design, Biometrics, 78(1) 179-191. link

Shin Y-E, Zhou L*, and Ding Y. (2022) Joint estimation of monotone curves via functional principal component analysis, Computational Statistics & Data Analysis, 166, 107343. link

Shin Y-E*, Liu D, Sang H, Ferguson TA, and Song PXK. (2021) A binary hidden Markov model on spatial network for amyotrophic lateral sclerosis disease spreading pattern analysis, Statistics in Medicine, 40(13), 3035-3052. link

Shin Y-E*, Pfeiffer RM, Graubard BI, and Gail MH. (2020) Weight calibration to improve the efficiency of pure risk estimates from case-control samples nested in a cohort. Biometrics, 76(4), 1087-1097. link

Shin Y-E*, Sang H, Liu D, Ferguson TA, and Song PXK. (2019) Autologistic network model on binary data for disease progression study, Biometrics, 75(4), 1310-1320. link

Shin Y-E, Ding Y, and Huang JZ*. (2018) Covariate matching methods for testing and quantifying wind turbine upgrades, Annals of Applied Statistics, 12(2), 1271-1292. link

Collaborative Research

Chen Y*, Shin Y-E, Spillane S, Shiels MS, Coghill AE, Enewold L, Pfeiffer RM, Freedman ND. (2024) Patterns and predictors of opioid dispensing among older cancer patients from 2008 to 2015, Cancer Medicine, 13(20), e70211. link

Mayer M, Shin Y-E, Baker L, Cordova J, Mayne RG, Reyes-Guzman C, Pfeiffer RM*, and Choi K*. (2023) A longitudinal analysis of respiratory illness and tobacco use transitions, American Journal of Preventive Medicine, 64(2), 175-183. link

Last updated on Nov 21, 2025