Reproducing Kernel Hilbert Spaces in Probability and Statistics - Rilegato

Berlinet, Alain; Thomas-Agnan, Christine

Rilegato

ISBN 10: 1402076797 ISBN 13: 9781402076794

Casa editrice: Kluwer Academic Pub, 2003

Riassunto

<p>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.</p>

Su questo libro

Contenuti

1 Theory.- 2 RKHS AND STOCHASTIC PROCESSES.- 3 Nonparametric Curve Estimation.- 4 Measures And Random Measures.- 5 Miscellaneous Applications.- 6 Computational Aspects.- 7 A Collection of Examples.- to Sobolev spaces.- A.l Schwartz-distributions or generalized functions.- A.1.1 Spaces and their topology.- A.1.2 Weak-derivative or derivative in the sense of distributions.- A.1.3 Facts about Fourier transforms.- A.2 Sobolev spaces.- A.2.1 Absolute continuity of functions of one variable.- A.2.2 Sobolev space with non negative integer exponent.- A.2.3 Sobolev space with real exponent.- A.2.4 Periodic Sobolev space.- A.3 Beppo-Levi spaces.

Dettagli dell?edizione

• Editore: Kluwer Academic Pub
• Data di pubblicazione: 2003
• Lingua: Inglese
• ISBN 10: 1402076797
• ISBN 13: 9781402076794
• Rilegatura: Copertina rigida
• Numero di pagine: 378
• Contatto del produttore: {language_tag:it_IT,value:"Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com"}