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Using linear regression functions to abstract high-frequency data in medicine.

This paper investigates the problem of representing medical time series in linear piece-wise functions and proposes a novel algorithm to transform time-stamped numeric data into simple linear regression functions. We apply methods that involve the hat matrix leverage value and the studentized delete...

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Détails bibliographiques
Auteurs principaux: Li, J., Leong, T. Y.
Format: Artigo
Langue:Inglês
Publié: American Medical Informatics Association 2000
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC2243972/
https://ncbi.nlm.nih.gov/pubmed/11079932
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