18 citations · 26 across the 4 of their papers we have counts for
4 papers
Enhancing Longitudinal Clinical Trial Efficiency with Digital Twins and Prognostic Covariate-Adjusted Mixed Models for Repeated Measures (PROCOVA-MMRM)
Jessica L. Ross, Arman Sabbaghi, Run Zhuang +7
Clinical trials are critical in advancing medical treatments but often suffer from immense time and financial burden. Advances in statistical methodologies and artificial intellige…
Prognostic Covariate Adjustment for Logistic Regression in Randomized Controlled Trials
Yunfan Li, Arman Sabbaghi, Jonathan R. Walsh +1
Randomized controlled trials (RCTs) with binary primary endpoints introduce novel challenges for inferring the causal effects of treatments. The most significant challenge is non-c…
A Weighted Prognostic Covariate Adjustment Method for Efficient and Powerful Treatment Effect Inferences in Randomized Controlled Trials
Alyssa M. Vanderbeek, Anna A. Vidovszky, Jessica L. Ross +8
A crucial task for a randomized controlled trial (RCT) is to specify a statistical method that can yield an efficient estimator and powerful test for the treatment effect. A novel…
Comments on the Neyman-Fisher Controversy and Its Consequences
Arman Sabbaghi, Donald B. Rubin
The Neyman-Fisher controversy considered here originated with the 1935 presentation of Jerzy Neyman's Statistical Problems in Agricultural Experimentation to the Royal Statistical…