Deconvolution Problems in Nonparametric Statistics
This book gives an introduction to deconvolution problems in nonparametric statistics, e.g. density estimation based on contaminated data, errors-in-variables regression, and image reconstruction. Some real-life applications are discussed while we mainly focus on methodology (description of the esti...
| Main Author: | |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2009, 2009
|
| Edition: | 1st ed. 2009 |
| Series: | Lecture Notes in Statistics
|
| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Density Deconvolution
- Nonparametric Regression with Errors-in-Variables
- Image and Signal Reconstruction