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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...

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Detalles Bibliográficos
Autores principales: Austin, Peter C, Thomas, Neal, Rubin, Donald B
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7082895/
https://www.ncbi.nlm.nih.gov/pubmed/30569832
http://dx.doi.org/10.1177/0962280218817926