CareLit · DOI-Nachweis · Das Gesundheitswesen
Accuracy estimation after model selection using bootstrapping: An application to clinical data
DOI 10.1055/s-0037-1605796
Bibliografische Angaben
Nachweis in CareLit
Autor:innenSchöpe, J.; Bekhit, A.; Wagenpfeil, G.; Schneider, A.; Wagenpfeil, S.
ZeitschriftDas Gesundheitswesen
Ausgabe8/09/2017
Jahrgang / SeitenJg. 79 · S. 1 bis 1
Kernaussage aus der Literatur
Abstract-Vorschau
Background: Predictive modeling in conjunction with model selection are commonly used in clinical research. However, uncertainty arising from model selection is not incorporated in classical theory of statistical inference. Accounting for model selection in statistical inference, Efron1 recently developed a formula to approximate standard errors of smoothed estimators derived from bagging2. Therefore, the primary ai…
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Zitierempfehlung
Schöpe, J.; Bekhit, A.; Wagenpfeil, G.; Schneider, A.; Wagenpfeil, S (2017) Accuracy estimation after model selection using bootstrapping: An application to clinical data. Das Gesundheitswesen, 79 (8/09), 1 bis 1. https://doi.org/10.1055/s-0037-1605796
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