Subset selection in regression
Auteur :
Miller, Alan
Éditeur :
Taylor & Francis Inc
ISBN :
9781584881711
Date de publication :
15 avr. 2002
Dimensions :
22,9 x 15,2 cm
Poids :
480 g
Langue :
Anglais
Pays d'origine :
USA
Deals with the techniques for fitting and choosing models that are linear in their parameters and to understanding and correcting the bias introduced by selecting a model. This title includes a chapter on Bayesian methods and an example from the field of near infrared spectroscopy. It emphasises on cross-validation and focuses on bootstrapping.