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The performance of inverse probability of treatment weighting and full matching on the propensity score in the presence of model misspecification when estimating the effect of treatment on survival outcomes

There is increasing interest in estimating the causal effects of treatments using observational data. Propensity-score matching methods are frequently used to adjust for differences in observed characteristics between treated and control individuals in observational studies. Survival or time-to-even...

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Bibliographische Detailangaben
Veröffentlicht in:Stat Methods Med Res
Hauptverfasser: Austin, Peter C, Stuart, Elizabeth A
Format: Artigo
Sprache:Inglês
Veröffentlicht: SAGE Publications 2015
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5564952/
https://ncbi.nlm.nih.gov/pubmed/25934643
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0962280215584401
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