HISAPS: High-order smoothing spline with automatic parameter selection and shape constraints

HISAPS: High-order smoothing spline with automatic parameter selection and shape constraints

Obtaining a good functional fit with noisy data is difficult. This is especially true when the derivative of the fitted function is needed, which is often the case in engineering applications. One solution is to use smoothing splines. However, most conventional and readily available smoothing spline...

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Bibliographic Details
Main Authors: Peter H. Broberg, Esben Lindgaard, Asbjørn M. Olesen, Simon M. Jensen, Niklas K.K. Stagsted, Rasmus L. Bjerg, Riccardo Grosselle, Iñigo Urcelay Oca, Brian L.V. Bak
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:SoftwareX
Subjects:
Smoothing-spline
Cross-validation
Noisy data
Python
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711025000160

Internet

http://www.sciencedirect.com/science/article/pii/S2352711025000160

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