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Reproducing Kernel Hilbert Spaces in Probability and Statistics - Berlinet, Alain, and Thomas-Agnan, Christine
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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.

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Reproducing Kernel Hilbert Spaces in Probability and Statistics 2012, Springer, New York, NY

ISBN-13: 9781461347927

Trade paperback

Reproducing Kernel Hilbert Spaces in Probability and Statistics 2003, Springer, New York, NY

ISBN-13: 9781402076794

2004 edition

Hardcover