Reproducing Kernel Hilbert Spaces in Probability and Statistics

Name: Reproducing Kernel Hilbert Spaces in Probability and Statistics
Brand: Springer-Verlag New York Inc.
SKU: 9781402076794
Price: 1209.63 RON
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Autor: Alain Berlinet, Christine Thomas-Agnan

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Legare: Copertă tare

Editura: Springer-Verlag New York Inc.

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The book covers theoretical questions including the latest extension of the formalism (therefore of...

Informații despre carte

Autor

Alain Berlinet, Christine Thomas-Agnan

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2003

Pagini

355

EAN

9781402076794

ISBN

1402076797

Enbook ID

01418127

Editura

Springer-Verlag New York Inc.

Greutate

712

Dimensiuni

242 x 166 x 28

Descriere completă

The book covers theoretical questions including the latest extension of the formalism (therefore of interest to pure mathematicians), as well as more practical ones such as computational issues. It 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. The intention is to put together topics apparently different but sharing the same background. The text is geared to graduate students in Statistics, Mathematics or Engineering, or to scientists with an equivalent level. A lot of examples and applications are given and the book contains a broad variety of exercises so that it can be used as a textbook at a postgraduate level.

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Reproducing Kernel Hilbert Spaces in Probability and Statistics

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Descriere completă

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