output
20202025
most citedPower considerations for generalized estimating equations analyses of four-level cluster randomized trials

14 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

3 papers

cs.LG2025★ 1 cited

RELEAP: Reinforcement-Enhanced Label-Efficient Active Phenotyping for Electronic Health Records

Yang Yang, Kathryn I. Pollak, Bibhas Chakraborty +3

Objective: Electronic health record (EHR) phenotyping often relies on noisy proxy labels, which undermine the reliability of downstream risk prediction. Active learning can reduce…

stat.ME2021★ 14 cited

Power considerations for generalized estimating equations analyses of four-level cluster randomized trials

Xueqi Wang, Elizabeth L. Turner, John S. Preisser +1

In this article, we develop methods for sample size and power calculations in four-level intervention studies when intervention assignment is carried out at any level, with a parti…

stat.AP2020★ 1 cited

Relationship between changing malaria burden and low birth weight in sub-Saharan Africa: a difference-in-differences study via a pair-of-pairs approach

Siyu Heng, Wendy P. O'Meara, Ryan A. Simmons +1

Although interventional studies demonstrate that preventing malaria during pregnancy can reduce the low birth weight (i.e., child's birth weight 2,500 grams) rate, it remains u…