Adjusting win statistics for baseline covariates with propensity and outcome weighting is consistent, can reduce asymptotic variance, and is implemented in the R package winPSW.
(2022), Addressing extreme propensity scores in estimating counterfactual survival functions via the overlap weights, Am J Epidemiol\/ , 191, 1140--1151
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Covariate-adjusted win statistics in randomized clinical trials with ordinal outcomes
Adjusting win statistics for baseline covariates with propensity and outcome weighting is consistent, can reduce asymptotic variance, and is implemented in the R package winPSW.