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.
(2020), Methodologies for pragmatic and efficient assessment of benefits and harms: Application to the SOCRATES trial, Clin Trials\/ , 17, 617--626
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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.