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Mathematical Foundations of Infinite-Dimensional Statistical Models

Mathematical Foundations of Infinite-Dimensional Statistical Models( )
Author: Giné, Evarist
Nickl, Richard
Series title:Cambridge Series in Statistical and Probabilistic Mathematics Ser.
ISBN:978-1-107-04316-9
Publication Date:Nov 2015
Publisher:Cambridge University Press
Book Format:Hardback
List Price:USD $112.00
Book 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 (density estimation) or from Gaussian regression/signal in white noise problems.

Book Details
Pages:720
Detailed Subjects: Mathematics / Probability & Statistics / General
Mathematics / Functional Analysis
Physical Dimensions (W X L X H):7.254 x 10.179 x 1.755 Inches
Book Weight:3.04 Pounds



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