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Mathematical Foundations of Infinite-Dimensional Statistical Models

Author: Evarist Gine Richard (University of Cambridge) Nickl

SKU: 9781108994132 Category:
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Description

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.

Additional information

Weight 1278 g
Author

Evarist Gine Richard (University of Cambridge) Nickl

Publisher

Cambridge University Press

Binding

Paperback / softback

ISBN-10

110899413X

Dimensions

254 x 177 x 46

Language

English

Country of Pub

United Kingdom

Book Condition

New

Notes

Worked examples or Exercises

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