دورية أكاديمية
Function estimation and functional data analysis ; Function Estimation and Functional Data Analysis
| العنوان: | Function estimation and functional data analysis ; Function Estimation and Functional Data Analysis |
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| المؤلفون: | Silverman, BW |
| المصدر: | Silverman , BW 1994 , Function Estimation and Functional Data Analysis . in First European Congress of Mathematics Paris, July 6–10, 1992 : Vol. II: Invited Lectures (Part 2) . vol. 2 , Progress in Mathematics , vol. 120 , Birkhäuser Basel , pp. 407-427 . https://doi.org/10.1007/978-3-0348-9112-7_17Test |
| بيانات النشر: | Birkhäuser Basel |
| سنة النشر: | 1994 |
| المجموعة: | University of Bristol: Bristol Reserach |
| الوصف: | The roughness penalty method is widely used in function estimation, and is closely related to methods of regularization well known in numerical analysis. Some background to the development of this method is discussed. The versatility of the method is illustrated by its application to an unusual smoothing problem, involving the estimation of a branching system of curves. The second main focus of the paper is on problems where the data are themselves functions, an area known as functional data analysis. The roughness penalty method is a key component of extensions to the functional context of principal components analysis and canonical correlation analysis. These techniques are described and contrasted, and are illustrated by reference to a set of data on the development of human gait. |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | English |
| DOI: | 10.1007/978-3-0348-9112-7_17 |
| الإتاحة: | https://doi.org/10.1007/978-3-0348-9112-7_17Test https://hdl.handle.net/1983/942bb3d8-0d0f-4cee-9d4f-ff1b3818ab09Test https://research-information.bris.ac.uk/en/publications/942bb3d8-0d0f-4cee-9d4f-ff1b3818ab09Test |
| حقوق: | info:eu-repo/semantics/restrictedAccess |
| رقم الانضمام: | edsbas.84D5EF79 |
| قاعدة البيانات: | BASE |
| DOI: | 10.1007/978-3-0348-9112-7_17 |
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