Estimands | Performance measures | |||||||
---|---|---|---|---|---|---|---|---|
Selection for time t | S(t|x) | h(t|x) | Linear predictor: η(x) | Restricted Mean Survival Time (RMST) | MSPE | C-Index* | Integrated Brier Score | |
Geng et al. (2014) [26] | 1/5th,…,5/6th quantiles of training survival times | ✓ | ✓ | |||||
Golmakani et al. (2020) [31] | N/A | ✓ | ✓ | |||||
Gong et al. (2018) [27] | Unclear | ✓ | ✓ | |||||
Hu and Steingrimsson (2018) [28] | 25th, 50th and 70th quantile of training marginal survival times | ✓ | ✓ | |||||
Katzman et al. (2018) [29] | N/A for linear predictor; Unclear for restricted mean survival and C-index | ✓ | ✓ | ✓ | ✓ | |||
Lowsky et al. (2012) [25] | T = 5 with step size of 0.25 | ✓ | ✓ ** | |||||
Omurlu et al. (2009)*** [24] | ✓ | |||||||
Steingrimsson and Morrison (2020) [32] | S(t): t = median marginal failure time; RMST: τ = 85th quantile of marginal observed times | ✓ | ✓ | ✓ | ||||
Wang and Li (2019) [30] | Unclear | ✓ | ✓ | ✓ | ✓ | |||
Xiang et al. (2000) [23] | Unclear | ✓ | ✓ |