Publications
Publications
A full list of my publications can be found at Google Scholar.
A full list of my publications can be found at Google Scholar.
Song, Y., Wu, Y., Landovitz, R., Buchbinder, S., Edupuganti, S., Soto-Torres, L., Li, K., Shi, X., Gao, F., Donnell, D., Janes, H., and Ye, T. (2026+). A Proximal Learning Approach for External Controls in Randomized Controlled Trials. arXiv:2603.04544. (Under revision in The Journal of American Statistics Association)
2026 ASA Statistical in Epidemiology Section Norman Breslow Early Career Award
2026 ASA Biopharmaceutical Section Honorable Mention (withdrawn)
2026 IMS New Researchers Travel Award
Song, Y., Kluger, D., Parikh, H., Gu, T. (2026+) Demystifying Prediction Powered Inference. arXiv:2601.20819. (Under revision in HDSR)
Song, Y., Guo, R., Chan, K.C., Richardson, T.S. (2026+). The Categorical Instrumental Variable Model: Characterization, Partial Identification, and Statistical Inference. arXiv: 2405.09510. (Under review.)
Creutzfeldt, C.J., Brumback, L.C., Im, J., Pollack, K.I., Vasconcelos, A.G., Downey, L., Song, Y., Sibley, J., Ungar, A., Garzio, G., Treece, P.D., Hudson, L., Barton, R., Hanson, S., Weiner, B.J., Khandelwal, N., Blakeney, E.A., Kentish-Barnes, N., Azoulay, E., Nielsen, E.L., Engelberg, R., & Curtis, J.R. (2026+). Facilitating communication for family members of critically ill patients during and following a hospital stay: A randomized controlled trial. (In press in Critical Care Medicine)
Ho, A.M.C.†, Song, Y.†, Pazdernik, V., Geske, J., Waller, C., Winham, S., Karpyak, V. (2026+). Associations of Plasma Sex-related Hormone and Protein Levels and Combinations with Negative Mood and Craving in Patients of Alcohol Dependence. (Under revision in Translational Psychiatry)
Anderson, AC., Zaki, P., Greer, M., Blau, M., Song, Y., Kim, E., Apisarnthanarax, S., Zeng, J., Kim, J., Rengan, R., Gillespie, EF., Ford, E. (2025). Influence of a Disease-site Chart Rounds Format on Peer Review Feedback: A Prospective Study. The International Journal of Radiation Oncology Biology, and Physics.
Song, Y., Hughes, J., and Ye, T. (2024). Adjusting for Incomplete Baseline Covariates in Randomized Controlled Trials: A Cross-World Imputation Framework. Biometrics, Volume 80, Issue 3, September 2024, https://doi.org/10.1093/biomtc/ujae094.
Song, Y., Ye, T., Robert, L., Larson, N., and Winham, S. J. (2023). Mendelian Randomization in Hepatology: A Review of Principles, Advantages, and Pitfalls. Hepatology. https://doi.org/10.1097/HEP.0000000000000649.
Ho, A., Pozsonyivoa, S., Waller, C. T., Song, Y., Karpyak, V., and Winham, S. J. (2023). Associations of Sex-related Steroid Hormones and Proteins with Alcohol Dependence: a United Kingdom Biobank Study. Drug Alcohol Dependence, 244:109781. https://doi.org/10.1016/j.drugalcdep.2023.109781.
Song, Y., Biernacka, J. M., and Winham, S. J. (2021). Testing and Estimation of X-Chromosome SNP Effects: Impact of Model Assumptions. Genetic epidemiology, 45(6), 577-592. https://doi.org/10.1002/gepi.22393. (IGES Communications Committee highlight for the month of September 2021)
V. Karpyak, Y. Song, A.M.C. Ho, J. Geske, V. Pazdernik, C. Waller, S. Winham (2024). Exploring the relationship between plasma sex-related hormone and protein levels with clinical characteristics and treatment outcomes in alcohol dependent patients. Neuroscience Applied, Volume 3, Supplement 2, https://doi.org/10.1016/j.nsa.2024.104482.(Press release.)
Song, Y., McCauley, M. M., Larson, M. C., Armasu, S. M., Lawrenson, K., Goode, E. L., Larson, N., B., Winham, S. J. (2020). Evidence of Decreased X Chromosome Inactivation in Primary Ovarian Tumors. Proceedings of the Annual Meeting of the American Association for Cancer Research. https://doi.org/10.1158/1538-7445.AM2020-2452.