Discussion of ``Dynamic treatment regimes: technical challenges and applications

DOI10.1214/14-EJS908zbMath1309.62179OpenAlexW2094239714MaRDI QIDQ405347

James M. Robins, Andrea G. Rotnitzky

Publication date: 5 September 2014

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ejs/1408540284

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bootstrap, jackknife and other resampling methods (62F40)

Related Items (4)

Statistical inference for the mean outcome under a possibly non-unique optimal treatment strategy ⋮ Discussion of “Deductive derivation and turing‐computerization of semiparametric efficient estimation” by Frangakis et al. ⋮ Discussion of ``Identification, estimation and approximation of risk under interventions that depend on the natural value of treatment using observational data, by Jessica Young, Miguel Hernán, and James Robins ⋮ Transformation-Invariant Learning of Optimal Individualized Decision Rules with Time-to-Event Outcomes

Cites Work

• Unnamed Item
• Dynamic treatment regimes: technical challenges and applications
• Performance guarantees for individualized treatment rules
• Estimating Individualized Treatment Rules Using Outcome Weighted Learning
• A Robust Method for Estimating Optimal Treatment Regimes
• Optimal Structural Nested Models for Optimal Sequential Decisions

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