One-step Targeted Maximum Likelihood for Time-to-event Outcomes

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Cai, Weixin; van der Laan, Mark J.;
  • Subject: Statistics - Methodology

Current Targeted Maximum Likelihood Estimation (TMLE) methods used to analyze time-to-event data estimate the survival probability for each time point separately, which result in estimates that are not necessarily monotone. In this paper, we present an extension of TMLE... View more
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