Practical Smoothing: The Joys of P-Splines
Eilers, Paul H. C., Marx, Brian D.
- 出版商: Cambridge
- 出版日期: 2021-06-10
- 售價: $2,680
- 貴賓價: 9.5 折 $2,546
- 語言: 英文
- 頁數: 208
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1108482953
- ISBN-13: 9781108482950
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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.