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.
|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|
|Table of Contents provided by Publisher. All Rights Reserved.|
Series: Springer Series in Statistics
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