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Propensity score and doubly robust methods for estimating the effect of treatment on censored cost

The estimation of treatment effects on medical costs is complicated by the need to account for informative censoring, skewness and the effects of confounders. Since medical costs are often collected from observational claims data, we investigate propensity score (PS) methods such as covariate adjust...

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Bibliographic Details
Published in:Stat Med
Main Authors: Li, Jiaqi, Handorf, Elizabeth, Bekelman, Justin, Mitra, Nandita
Format: Artigo
Language:Inglês
Published: 2015
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4848146/
https://ncbi.nlm.nih.gov/pubmed/26678242
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.6842
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