Uniform Central Limit Theorems - Couverture rigide

Dudley, R. M.

Couverture rigide

ISBN 10 : 0521498848 ISBN 13 : 9780521498845

Editeur : Cambridge University Press, 2014

A propos du livre

Présentation de l'éditeur :

In this new edition of a classic work on empirical processes the author, an acknowledged expert, gives a thorough treatment of the subject with the addition of several proved theorems not included in the first edition, including the Bretagnolle–Massart theorem giving constants in the Komlos–Major–Tusnady rate of convergence for the classical empirical process, Massart's form of the Dvoretzky–Kiefer–Wolfowitz inequality with precise constant, Talagrand's generic chaining approach to boundedness of Gaussian processes, a characterization of uniform Glivenko–Cantelli classes of functions, Giné and Zinn's characterization of uniform Donsker classes, and the Bousquet–Koltchinskii–Panchenko theorem that the convex hull of a uniform Donsker class is uniform Donsker. The book will be an essential reference for mathematicians working in infinite-dimensional central limit theorems, mathematical statisticians, and computer scientists working in computer learning theory. Problems are included at the end of each chapter so the book can also be used as an advanced text.

Biographie de l'auteur :

R. M. Dudley is a Professor of Mathematics at the Massachusetts Institute of Technology in Cambridge, Massachusetts.

À propos de cette édition

• Éditeur: Cambridge University Press
• Date d'édition: 2014
• ISBN 10: 0521498848
• ISBN 13: 9780521498845
• Reliure: Relié
• Numéro d'édition: 2
• Nombre de pages: 486