Mathematical foundations of infinite-dimensional statistical models
Auteur :
Giné, Evarist / Nickl, Richard
Éditeur :
Cambridge University Press
ISBN :
9781108994132
Date de publication :
25 mars 2021
Dimensions :
25,1 x 17,6 x 3,6 cm
Poids :
1270 g
Format :
Trade paperback (US)
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 or from Gaussian regression/signal in white noise problems.