Mingyao Li, PhD, Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania.
Peter Mueller, PhD, Department of Mathematics, Department of Statistics and Data Sciences, University of Texas at Austin
Lu Mao, PhD, Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison
Snehalata Huzurbazar, PhD, Department of Biostatistics, West Virginia University
Meetings of the Eastern North American Region of the International Biometric Society (a.k.a. "ENAR meetings") are held in late March or early April each year and reflect the broad interests of the Society, including both quantitative techniques and application areas. Faculty and student presenters from the Department of Biostatistics regularly participate giving invited talks, contributed talks, and poster presentations.
The Joint Statistical Meetings, known simply as "JSM", is the largest gathering of statisticians held annually in North American. Faculty and student presenters from the Department of Biostatistics regularly participate giving invited talks, contributed talks, and poster presentations. Our students often receive top awards and participate in the affiliated career marketplace at the event.
G Computation for Estimating the Per Protocol Effect of Aspirin on Pregnancy Outcomes
While randomized trials are often considered to be the "gold standard" for estimating treatment effects, they are subject to complications when participants do not comply with assigned treatment categories. Non-compliance with study protocol is particularly challenging to deal with in pragmatic trials, when treatment consists of a series of actions over a long period. Standard "as treated" or "per protocol" approaches can be inconsistent due to post-randomization confounding and selection bias. Here, we show how the g computation algorithm (Robins 1986 Mathematical Modelling; 7:1393-1512) can be used to estimate per protocol effects in the presence of time-dependent post-randomization confounding using data from a trial of the effect of low dose aspirin on pregnancy outcomes.
Last Updated On Monday, April 08, 2019 by Tang, Lu
Created On Monday, January 07, 2019