Dynamic regime marginal structural mean models for estimation of optimal dynamic treatment regimes, Part II: proofs of results


Autoria(s): Orellana,L; Rotnitzky,A; Robins,JM
Data(s)

01/03/2010

Resumo

In 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.

Identificador

http://hdl.handle.net/10536/DRO/DU:30069856

Idioma(s)

eng

Publicador

Berkeley Electronic Press

Relação

http://www.dx.doi.org/10.2202/1557-4679.1242

http://www.ncbi.nlm.nih.gov/pubmed/20405047

Direitos

2010, Walter de Gruyter

Palavras-Chave #causality #double-robust #dynamic treatment regime #inverse probability weighted #marginal structural model #optimal treatment regime
Tipo

Journal Article