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Collaborative-controlled LASSO for constructing propensity score-based estimators in high-dimensional data

Propensity score-based estimators are increasingly used for causal inference in observational studies. However, model selection for propensity score estimation in high-dimensional data has received little attention. In these settings, propensity score models have traditionally been selected based on...

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Detalhes bibliográficos
Publicado no:Stat Methods Med Res
Main Authors: Ju, Cheng, Wyss, Richard, Franklin, Jessica M, Schneeweiss, Sebastian, Häggström, Jenny, van der Laan, Mark J
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6039292/
https://ncbi.nlm.nih.gov/pubmed/29226777
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0962280217744588
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