Mathematical foundations of infinite-dimensional statistical models
Auteur :
Giné, Evarist / Nickl, Richard
Éditeur :
Cambridge University Press
ISBN :
9781107043169
Date de publication :
18 nov. 2015
Dimensions :
26,1 x 18,6 x 4,5 cm
Poids :
1380 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
High-dimensional and nonparametric statistical models are ubiquitous in modern data science. This book develops a mathematically coherent and objective approach to statistical inference in such models, with a focus on function estimation problems arising from random samples (density estimation) or from Gaussian regression/signal in white noise problems.