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Scalable collaborative targeted learning for high-dimensional data

Robust inference of a low-dimensional parameter in a large semi-parametric model relies on external estimators of infinite-dimensional features of the distribution of the data. Typically, only one of the latter is optimized for the sake of constructing a well-behaved estimator of the low-dimensional...

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Bibliografische gegevens
Gepubliceerd in:Stat Methods Med Res
Hoofdauteurs: Ju, Cheng, Gruber, Susan, Lendle, Samuel D, Chambaz, Antoine, Franklin, Jessica M, Wyss, Richard, Schneeweiss, Sebastian, van der Laan, Mark J
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2017
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6086775/
https://ncbi.nlm.nih.gov/pubmed/28936917
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0962280217729845
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