Mathematical Foundations of Infinite-Dimensional Statistical Models (Bog, Paperback / softback, Engelsk)

Mathematical Foundations of Infinite-Dimensional Statistical Models

(Bog, Paperback / softback, Engelsk)
Forfattere: Evarist Gine, Richard (University of Cambridge) Nickl

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Beskrivelse

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.

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Alle detaljer

Forlag Cambridge University Press
Forfattere Evarist Gine, Richard (University of Cambridge) Nickl
Type Bog
Format Paperback / softback
Sprog Engelsk
Udgave Revised ed
Udgivelsesdato 25-03-2021
Første udgivelsesår 2021
Serie Cambridge Series in Statistical and Probabilistic Mathematics
Illustrationer Worked examples or Exercises
Originalsprog United Kingdom
Sideantal 704
Indbinding Paperback / softback
Forlag Cambridge University Press
Sideoplysninger 704 pages, Worked examples or Exercises
Mål 254 x 177 x 46
ISBN-13 / EAN-13 9781108994132