Nonparametric Curve Estimation

Methods, Theory, and Applications

Gebonden Engels 1999 1999e druk 9780387987408
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Samenvatting

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.

Specificaties

ISBN13:9780387987408
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:414
Uitgever:Springer New York
Druk:1999

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Inhoudsopgave

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.

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€ 120,99
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        Nonparametric Curve Estimation