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Smoothing Spline ANOVA Models
Nonparametric function estimation with stochastic data, otherwise known as smoothing, has been studied by several generations of statisticians. Assisted by the ample computing power in today's servers, desktops, and laptops, smoothing methods have been finding their ways into everyday data anal...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York, NY :
Springer New York : Imprint: Springer,
2013.
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| Edición: | 2nd ed. 2013. |
| Colección: | Springer Series in Statistics,
297 |
| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- Introduction
- Model Construction
- Regression with Gaussian-Type Responses
- More Splines
- Regression and Exponential Families
- Regression with Correlated Responses
- Probability Density Estimation
- Hazard Rate Estimation
- Asymptotic Convergence
- Penalized Pseudo Likelihood.