Mathematical Foundations of Infinite-Dimensional Statistical Models - Cambridge Series in Statistical and Probabilistic Mathematics - Gine, Evarist (University of Connecticut) - Books - Cambridge University Press - 9781107043169 - November 18, 2015
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Mathematical Foundations of Infinite-Dimensional Statistical Models - Cambridge Series in Statistical and Probabilistic Mathematics

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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 (density estimation) or from Gaussian regression/signal in white noise problems.


720 pages

Media Books     Hardcover Book   (Book with hard spine and cover)
Released November 18, 2015
ISBN13 9781107043169
Publishers Cambridge University Press
Pages 706
Dimensions 187 × 264 × 45 mm   ·   1.54 kg
Language English  

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