High-dimensional statistics: a non-asymptotic viewpoint
Auteur :
Wainwright, Martin J.
Éditeur :
Cambridge University Press
ISBN :
9781108498029
Date de publication :
21 févr. 2019
Dimensions :
26,0 x 18,3 x 3,5 cm
Poids :
1200 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
Recent years have seen an explosion in the volume and variety of data collected in scientific disciplines from astronomy to genetics and industrial settings ranging from Amazon to Uber. This graduate text equips readers in statistics, machine learning, and related fields to understand, apply, and adapt modern methods suited to large-scale data.