Sam Efromovich

Nonparametric Curve Estimation (eBook, PDF)

Methods, Theory, and Applications

• Format: PDF

Produktbeschreibung

This book gives a systematic, comprehensive, and unified account of modern nonparametric statistics of density estimation, nonparametric regression, filtering signals, and time series analysis. The companion software package, available over the Internet, brings all of the discussed topics into the realm of interactive research. Virtually every claim and development mentioned in the book is illustrated with graphs which are available for the reader to reproduce and modify, making the material fully transparent and allowing for complete interactivity.

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Produktdetails

• Verlag: Springer New York
• Seitenzahl: 414
• Erscheinungstermin: 19. Januar 2008
• Englisch
• ISBN-13: 9780387226385
• Artikelnr.: 43999347

Inhaltsangabe

Orthonormal Series and Approximation.- Density Estimation for Small Samples.- Nonparametric Regression for Small Samples.- Nonparametric Time Series Analysis for Small Samples.- Estimation of Multivariate Functions for Small Samples.- Filtering and Asymptotics.- Nonseries Methods.