Nonparametric and Semiparametric Models
The concept of nonparametric smoothing is a central idea in statistics that aims to simultaneously estimate and modes the underlying structure.The aim of this monograph is to present the statistical and mathematical principles of smoothing with a focus on applicable techniques. The necessary mathematical treatment is easily understandable and a wide variety of interactive smoothing examples are given.
| Autor: | Härdle, Wolfgang Karl Müller, Marlene Sperlich, Stefan Werwatz, Axel |
|---|---|
| ISBN: | 9783540207221 |
| Sprache: | Englisch |
| Seitenzahl: | 300 |
| Produktart: | Gebunden |
| Verlag: | Springer Berlin |
| Veröffentlicht: | 22.03.2004 |
| Schlagworte: | Additive Models Density Estimation Generalized Partial Linear Models Nonparametric Models Regression Semiparametric Model Semiparametric Models Single Index Models Smoothing econometrics |
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