Algorithmic high-dimensional robust statistics
Auteur :
Diakonikolas, Ilias / Kane, Daniel M.
Éditeur :
Cambridge University Press
ISBN :
9781108837811
Date de publication :
7 sept. 2023
Dimensions :
23,6 x 15,8 x 2,2 cm
Poids :
580 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
This reference text offers a clear unified treatment for graduate students, academic researchers, and professionals interested in understanding and developing statistical procedures for high-dimensional data that are robust to idealized modeling assumptions, including robustness to model misspecification and to adversarial outliers in the dataset.