Mathematical Foundations of Infinite-Dimensional Statistical Models (English, Evarist Giné | Richard Nickl)
by Evarist Giné | Richard Nickl
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Book Details
Publisher
Cambridge University Press
Language
English
ISBN-13
9781107043169
ISBN-10
1107043166
Author
Evarist Giné | Richard Nickl
About the Book
In nonparametric and high-dimensional statistical models, the classical Gauss-Fisher-Le Cam theory of the optimality of maximum likelihood estimators and Bayesian posterior inference does not apply, and new foundations and ideas have been developed in the past several decades. This book gives a coherent account of the statistical theory in infinite-dimensional parameter spaces. The mathematical foundations include self-contained 'mini-courses' on…
ISBN: 9781107043169
ISBN-13: 9781107043169
ISBN-10: 1107043166
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Product ID: isbn-9781107043169
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