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Nonparametric curve estimation : methods, theory and applications

Author: Sam Efromovich
Publisher: New York : Springer, ©1999.
Series: Springer series in statistics.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"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 coverage is suitable for a one-semester course for advanced undergraduate and graduate students with majors ranging from statistics and engineering to medicine, business, and the social sciences. The prerequisites are  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Sam Efromovich
ISBN: 0387987401 9780387987408
OCLC Number: 40856851
Description: xiii, 411 pages : illustrations ; 24 cm.
Contents: 1. Introduction --
2. Orthonormal Series and Approximation --
3. Density Estimation for Small Samples --
4. Nonparametric Regression for Small Samples --
5. Nonparametric Time Series Analysis for Small Samples --
6. Estimation of Multivariate Functions for Small Samples --
7. Filtering and Asymptotics --
8. Nonseries Methods --
App. A. Fundamentals of Probability and Statistics --
App. B. Software.
Series Title: Springer series in statistics.
Responsibility: Sam Efromovich.
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Abstract:

This book gives a systematic, comprehensive, and unified account of modern nonparametric statistics of density estimation, nonparametric regression, filtering signals, and time series analysis.  Read more...

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