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I-spline Smoothing for Calibrating Predictive Models

We proposed the I-spline Smoothing approach for calibrating predictive models by solving a nonlinear monotone regression problem. We took advantage of I-spline properties to obtain globally optimal solutions while keeping the computational cost low. Numerical studies based on three data sets showed...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Wu, Yuan, Jiang, Xiaoqian, Kim, Jihoon, Ohno-Machado, Lucila
Format: Artigo
Sprache:Inglês
Veröffentlicht: American Medical Informatics Association 2012
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3392066/
https://ncbi.nlm.nih.gov/pubmed/22779048
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