Practical smoothing: the joys of p-splines
Auteur :
Eilers, Paul H.C. / Marx, Brian D.
Éditeur :
Cambridge University Press
ISBN :
9781108482950
Date de publication :
18 mars 2021
Dimensions :
23,3 x 15,6 x 1,5 cm
Poids :
450 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
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.