Mathematical Foundations of Infinite-Dimensional Statistical Models (Paperback) (ISBN-13: 9781108994132)

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.

Author: Evarist Giné, Richard Nickl
ISBN-10: 110899413X
ISBN-13: 9781108994132
Publisher: Cambridge University Press
Language: English
Published: 03/25/2021
Pages: 704
Format: Paperback
Weight: 2.80lbs
Size: 9.90h x 7.70w x 1.40d