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Biometrics|May 29, 2021
Bridging preference-based instrumental variable studies and cluster-randomized encouragement experiments: Study design, noncompliance, and average cluster effect ratioBo Zhang, Siyu Heng, Emily J MacKay, et al.Journal of the American Society of Echocardiography : Official Publication of the American Society of Echocardiography|January 28, 2021
Association between Transesophageal Echocardiography and Clinical Outcomes after Coronary Artery Bypass Graft SurgeryEmily J MacKay, Bo Zhang, Siyu Heng, et al.Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America|June 19, 2023
Testing Biased Randomization Assumptions and Quantifying Imperfect Matching and Residual Confounding in Matched Observational StudiesKan Chen, Siyu Heng, Qi Long, et al.Biostatistics (Oxford, England)|November 30, 2025
Determining vaccine responders in the presence of baseline immunity using single-cell assays and paired control samplesZhe Chen, Siyu Heng, Asa Tapley, et al.JAMA Network Open|February 9, 2022
Association of Intraoperative Transesophageal Echocardiography and Clinical Outcomes After Open Cardiac Valve or Proximal Aortic SurgeryEmily J MacKay, Bo Zhang, John G Augoustides, et al.Journal of Causal Inference|August 14, 2025
Role of placebo samples in observational studiesTing Ye, Qijia He, Shuxiao Chen, et al.The Annals of Thoracic Surgery|January 14, 2023
Predictors of Intraoperative Echocardiography: Analysis of The Society of Thoracic Surgeons DatabaseEmily J MacKay, Bo Zhang, Ronak M Shah, et al.Journal of Cardiothoracic and Vascular Anesthesia|July 31, 2022
Impact of Hospital Practice and Staffing Differences on Transesophageal Echocardiography Use in Cardiac Valve or Coronary Artery Bypass Graft SurgeryEmily J MacKay, Bo Zhang, Mark D Neuman, et al.Biometrics|December 1, 2025
Bridging the gap between design and analysis: randomization inference and sensitivity analysis for matched observational studies with treatment dosesJeffrey Zhang, Siyu HengJournal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America|August 29, 2025
Sensitivity Analysis for Binary Outcome Misclassification in Randomization Tests via Integer ProgrammingSiyu Heng, Pamela A ShawPageof 1,196