Practical Smoothing The Joys of P-Splines |
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| Author:
| Eilers, Paul H. C.
Marx, Brian D. |
| ISBN: | 978-1-108-48295-0 |
| Publication Date: | Mar 2021 |
| Publisher: | Cambridge University Press
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| Book Format: | Hardback |
| List Price: | USD $66.99 |
Book Description:
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P-splines are widely used in statistics and machine learning for smoothing out noise in data and to avoid overtraining. This practical guide covers theory and a range of standard and non-standard applications with code in R for professionals and researchers looking for a simple, flexible and powerful smoothing tool.
P-splines are widely used in statistics and machine learning for smoothing out noise in data and to avoid overtraining. This practical guide covers theory and a range of standard and non-standard applications with code in R for professionals and researchers looking for a simple, flexible and powerful smoothing tool.