Reproducing Kernel Hilbert Spaces in Probability and Statistics

Reproducing Kernel Hilbert Spaces in Probability and Statistics
Author: Alain Berlinet
Publisher: Springer Science & Business Media
Total Pages: 369
Release: 2011-06-28
Genre: Business & Economics
ISBN: 1441990968

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The book covers theoretical questions including the latest extension of the formalism, and computational issues and focuses on some of the more fruitful and promising applications, including statistical signal processing, nonparametric curve estimation, random measures, limit theorems, learning theory and some applications at the fringe between Statistics and Approximation Theory. It is geared to graduate students in Statistics, Mathematics or Engineering, or to scientists with an equivalent level.


Reproducing Kernel Hilbert Spaces in Probability and Statistics
Language: en
Pages: 369
Authors: Alain Berlinet
Categories: Business & Economics
Type: BOOK - Published: 2011-06-28 - Publisher: Springer Science & Business Media

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The book covers theoretical questions including the latest extension of the formalism, and computational issues and focuses on some of the more fruitful and pro
Kernel Mean Embedding of Distributions
Language: en
Pages: 154
Authors: Krikamol Muandet
Categories: Computers
Type: BOOK - Published: 2017-06-28 - Publisher:

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Provides a comprehensive review of kernel mean embeddings of distributions and, in the course of doing so, discusses some challenging issues that could potentia
An Introduction to the Theory of Reproducing Kernel Hilbert Spaces
Language: en
Pages: 193
Authors: Vern I. Paulsen
Categories: Mathematics
Type: BOOK - Published: 2016-04-11 - Publisher: Cambridge University Press

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A unique introduction to reproducing kernel Hilbert spaces, covering the fundamental underlying theory as well as a range of applications.
Reproducing Kernel Hilbert Spaces
Language: en
Pages: 680
Authors: Howard L. Weinert
Categories: Mathematics
Type: BOOK - Published: 1982 - Publisher:

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Extraction and Detection Problems, Probability Density Functionals, and Reproducing Kernel Hilbert Spaces
Language: en
Pages: 57
Authors: Stanford University. Department of Statistics
Categories:
Type: BOOK - Published: 1962 - Publisher:

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