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Estimating the Causal Effect of Treatment in Observational Studies with Survival Time Endpoints and Unmeasured Confounding

Estimation of the effect of a treatment in the presence of unmeasured confounding is a common objective in observational studies. The Two Stage Least Squares (2SLS) Instrumental Variables (IV) procedure is frequently used but is not applicable to time-to-event data if some observations are censored....

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Bibliographic Details
Published in:J R Stat Soc Ser C Appl Stat
Main Authors: Choi, Jaeun, O'Malley, A. James
Format: Artigo
Language:Inglês
Published: 2016
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6345269/
https://ncbi.nlm.nih.gov/pubmed/30686843
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/rssc.12158
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