Introduction To Nonparametric Estimation
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Introduction to Nonparametric Estimation
Developed from lecture notes and ready to be used for a course on the graduate level, this concise text aims to introduce the fundamental concepts of nonparametric estimation theory while maintaining the exposition suitable for a first approach in the field.
Introduction to Nonparametric Estimation
Author: Alexandre B. Tsybakov
language: en
Publisher: Springer Science & Business Media
Release Date: 2008-10-22
Developed from lecture notes and ready to be used for a course on the graduate level, this concise text aims to introduce the fundamental concepts of nonparametric estimation theory while maintaining the exposition suitable for a first approach in the field.
Nonparametric Curve Estimation
Author: Sam Efromovich
language: en
Publisher: Springer Science & Business Media
Release Date: 1999-08-05
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.