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Covariate-adjusted survival analyses in propensity-score matched samples: Imputing potential time-to-event outcomes

Matching on an estimated propensity score is frequently used to estimate the effects of treatments from observational data. Since the 1970s, different authors have proposed methods to combine matching at the design stage with regression adjustment at the analysis stage when estimating treatment effe...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Stat Methods Med Res
Hauptverfasser: Austin, Peter C, Thomas, Neal, Rubin, Donald B
Format: Artigo
Sprache:Inglês
Veröffentlicht: SAGE Publications 2018
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7082895/
https://ncbi.nlm.nih.gov/pubmed/30569832
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0962280218817926
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