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Nonparametric Curve Estimation : Methods, Theory, and Applications - Sam Efromovich

Nonparametric Curve Estimation

Methods, Theory, and Applications

Hardcover

Published: 5th August 1999
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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.

Introduction
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 Asymptotic
Non-Series Methods
Table of Contents provided by Publisher. All Rights Reserved.

ISBN: 9780387987408
ISBN-10: 0387987401
Series: Springer Series in Statistics
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 414
Published: 5th August 1999
Publisher: Springer-Verlag New York Inc.
Country of Publication: US
Dimensions (cm): 24.77 x 15.24  x 1.91
Weight (kg): 0.73