Adaptive regression for modeling nonlinear relationships
Auteur :
Knafl, George J. / Ding, Kai
Éditeur :
Springer International Publishing AG
ISBN :
9783319816388
Date de publication :
14 juin 2018
Dimensions :
23,5 x 15,5 cm
Langue :
Anglais
Pays d'origine :
Suisse
This book presents methods for investigating whether relationships are linear or nonlinear and for adaptively fitting appropriate models when they are nonlinear. The book also provides a comparison of adaptive modeling to generalized additive modeling (GAM) and multiple adaptive regression splines (MARS) for univariate outcomes.