Statistical foundations of data science
Auteur :
Fan, Jianqing / Li, Runze / Zhang, Cun-Hui / Zou, Hui
Éditeur :
Taylor & Francis Inc
ISBN :
9781466510845
Date de publication :
17 août 2020
Dimensions :
23,4 x 15,6 cm
Poids :
1260 g
Langue :
Anglais
Pays d'origine :
USA
Gives a comprehensive and systematic account of high-dimensional data analysis, including variable selection via regularization methods and sure independent feature screening methods. It is a valuable reference for researchers involved with model selection, variable selection, machine learning, and risk management.