The R WINS Package

Calculate the win statistics (win ratio, net benefit and win odds) for prioritized multiple endpoints, plot the win statistics and win proportions over study time if at least one time-to-event endpoint is analyzed, and simulate datasets with dependent endpoints. The package can handle any type of outcomes (continuous, ordinal, binary, time-to-event) and allow users to perform stratified analysis and inverse probability of censoring weighting (IPCW) analysis.


Reference manual

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1.0 by Ying Cui, a month ago

Browse source code at

Authors: Ying Cui [aut, cre] , Bo Huang [aut]

Documentation:   PDF Manual  

GPL (>= 2) license

Imports copula, ggplot2, ggpubr, reshape2, survival, stringr, viridis

Suggests knitr, rmarkdown

See at CRAN