Reproducing Kernel Hilbert Spaces in Probability and Statistics
Download or Read eBook Reproducing Kernel Hilbert Spaces in Probability and Statistics PDF written by Alain Berlinet and published by Springer Science & Business Media. This book was released on 2011-06-28 with total page 369 pages. Available in PDF, EPUB and Kindle.
Author | : Alain Berlinet |
Publisher | : Springer Science & Business Media |
Total Pages | : 369 |
Release | : 2011-06-28 |
ISBN-10 | : 9781441990969 |
ISBN-13 | : 1441990968 |
Rating | : 4/5 (69 Downloads) |
Book Synopsis Reproducing Kernel Hilbert Spaces in Probability and Statistics by : Alain Berlinet
Book excerpt: 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.