Kernel smoothing : principles, methods and applications / by Sucharita Ghosh.
Comprehensive theoretical overview of kernel smoothing methods with motivating examples Kernel smoothing is a flexible nonparametric curve estimation method that is applicable when parametric descriptions of the data are not sufficiently adequate. This book explores theory and methods of kernel smoo...
Saved in:
| Online Access: |
Full Text (via Wiley) |
|---|---|
| Main Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
Hoboken, NJ :
John Wiley & Sons,
2018.
|
| Edition: | First edition. |
| Subjects: |
Table of Contents:
- Density estimation
- Nonparametric regression
- Trend estimation
- Semiparametric regression
- Surface estimation.