Practical Smoothing: The Joys of P-splines

(Bog, Hardback, Engelsk)
Forfattere: Paul H.C. (Erasmus Universiteit Rotterdam) Eilers, Brian D. (Louisiana State University) Marx

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Beskrivelse

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.

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Alle detaljer

Forlag Cambridge University Press
Forfattere Paul H.C. (Erasmus Universiteit Rotterdam) Eilers, Brian D. (Louisiana State University) Marx
Type Bog
Format Hardback
Sprog Engelsk
Udgivelsesdato 18-03-2021
Første udgivelsesår 2021
Illustrationer Worked examples or Exercises
Originalsprog United Kingdom
Sideantal 208
Indbinding Hardback
Forlag Cambridge University Press
Sideoplysninger 208 pages, Worked examples or Exercises
Mål 159 x 234 x 18
ISBN-13 / EAN-13 9781108482950