One-step targeted maximum likelihood estimation for targeting cause-specific absolute risks and survival curves
针对原因特异绝对风险与生存曲线的一步目标最大似然估计
Summary This paper considers the one-step targeted maximum likelihood estimation methodology for multi-dimensional causal parameters in general survival and competing risk settings where event times take place on the positive real line and are subject to right censoring. We focus on effects of baseline treatment decisions possibly confounded by pretreatment covariates, but remark that our work generalizes to settings with time-varying treatment regimes and time-dependent…