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$2,546
  • 語言: 英文
  • 頁數: 208
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1108482953
  • ISBN-13: 9781108482950
  • 海外代購書籍(需單獨結帳)

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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.