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Dynamic regime marginal structural mean models for estimation of optimal dynamic treatment regimes, Part II: proofs of results
Version 2 2024-06-04, 04:16
Version 1 2015-02-19, 11:39
journal contribution
posted on 2024-06-04, 04:16 authored by Liliana OrellanaLiliana Orellana, A Rotnitzky, JM RobinsIn this companion article to "Dynamic Regime Marginal Structural Mean Models for Estimation of Optimal Dynamic Treatment Regimes, Part I: Main Content" [Orellana, Rotnitzky and Robins (2010), IJB, Vol. 6, Iss. 2, Art. 7] we present (i) proofs of the claims in that paper, (ii) a proposal for the computation of a confidence set for the optimal index when this lies in a finite set, and (iii) an example to aid the interpretation of the positivity assumption.
History
Journal
International journal of biostatisticsVolume
6Pagination
1-19Location
Berkeley, Calif.Publisher DOI
eISSN
1557-4679Language
engPublication classification
C Journal article, C1.1 Refereed article in a scholarly journalCopyright notice
2010, Walter de GruyterIssue
2Publisher
Berkeley Electronic PressUsage metrics
Categories
Keywords
causalitydouble-robustdynamic treatment regimeinverse probability weightedmarginal structural modeloptimal treatment regimeAlgorithmsClinical Trials as TopicLongitudinal StudiesModels, StatisticalProbabilityResearch Design119999 Medical and Health Sciences not elsewhere classified929999 Health not elsewhere classifiedFaculty of Health
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