Predictive statistics: analysis and inference beyond models
Auteur :
Clarke, Bertrand S. / Clarke, Jennifer L.
Éditeur :
Cambridge University Press
ISBN :
9781107028289
Date de publication :
12 avr. 2018
Dimensions :
25,9 x 18,3 x 4,3 cm
Poids :
1308 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
Aimed at statisticians and machine learners, this retooling of statistical theory asserts that high-quality prediction should be the guiding principle of modeling and learning from data, then shows how. The fully predictive approach to statistical problems outlined embraces traditional subfields and 'black box' settings, with computed examples.