Optimal Treatment Regimes in Survival Contexts with Kaplan-Meier-Like Estimators
The (S)AIWKME estimator.
clip function.
The (S)DRKMEIV estimator.
Cox proportional hazards model for eta-free terms in the (S)AIWKME est...
Cox proportional hazards model for eta-free terms in the (S)DRKMEIV es...
Logistic regression for observed treatment used for the (S)AIWKME esti...
Logistic regression for observed treatment and instrument used for the...
Logistic regression for observed treatment used for the (S)IWKME estim...
Logistic regression for observed treatment and instrument used for the...
The optimal treatment regime based on the (S)AIWKME estimator.
The optimal treatment regime based on the (S)DRKMEIV estimator.
The optimal treatment regime based on the (S)IWKME estimator.
The optimal treatment regime based on the (S)IWKMEIV estimator.
The (S)IWKME estimator.
The (S)IWKMEIV estimator.
Provide methods for estimating optimal treatment regimes in survival contexts with Kaplan-Meier-like estimators when no unmeasured confounding assumption is satisfied (Jiang, R., Lu, W., Song, R., and Davidian, M. (2017) <doi:10.1111/rssb.12201>) and when no unmeasured confounding assumption fails to hold and a binary instrument is available (Xia, J., Zhan, Z., Zhang, J. (2022) <arXiv:2210.05538>).