9 citations · 9 across the 3 of their papers we have counts for
3 papers
stat.ME2026
Doubly robust Methods for Recurrent Event Outcomes: Causal Effects of Blood Pressure Medications on Acute Kidney Injuries
Wenling Zhang, Cecilia Cotton, Lan Wen
Evaluating the average causal effects of treatment strategies on recurrent event outcomes, such as heart attacks or renal failure, is important in clinical and medical research. Ho…
stat.ME2019
Causal inference with recurrent data via inverse probability treatment weighting method (IPTW)
Haodi Liang, Cecilia Cotton
Propensity score methods are increasingly being used to reduce estimation bias of treatment effects for observational studies. Previous research has shown that propensity score met…
stat.AP2015★ 9 cited
Evaluating epoetin dosing strategies using observational longitudinal data
Cecilia A. Cotton, Patrick J. Heagerty
Epoetin is commonly used to treat anemia in chronic kidney disease and End Stage Renal Disease subjects undergoing dialysis, however, there is considerable uncertainty about what l…