Evarist Gine, Richard Nickl (University of Cambridge)

Broschiertes Buch

Mathematical Foundations of Infinite-Dimensional Statistical Models

Beschreibung

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.

Autor

Evarist Giné (1944-2015) was Head of the Department of Mathematics at the University of Connecticut. Giné was a distinguished mathematician who worked on mathematical statistics and probability in infinite dimensions. He was the author of two books and more than 100 articles.

Produktdetails

• Cambridge Series in Statistical and Probabilistic Mathematics
• Verlag: Cambridge University Press
• Revised ed
• Seitenzahl: 706
• Erscheinungstermin: 25. März 2021
• Englisch
• Abmessung: 254mm x 178mm x 38mm
• Gewicht: 1278g
• ISBN-13: 9781108994132
• ISBN-10: 110899413X
• Artikelnr.: 60914630