Quantile regression /
Quantile regression is gradually emerging as a unified statistical methodology for estimating models of conditional quantile functions. By complementing the exclusive focus of classical least squares regression on the conditional mean, quantile regression offers a systematic strategy for examining h...
Clasificación: | Libro Electrónico |
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Autor principal: | |
Formato: | Electrónico eBook |
Idioma: | Inglés |
Publicado: |
Cambridge ; New York :
Cambridge University Press,
2005.
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Colección: | Econometric Society monographs ;
no. 38. |
Temas: | |
Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 1. Introduction
- 2. Fundamentals of Quantile Regression
- 3. Inference for Quantile Regression
- 4. Asymptotic Theory of Quantile Regression
- 5. L-Statistics and Weighted Quantile Regression
- 6. Computational Aspects of Quantile Regression
- 7. Nonparametric Quantile Regression
- 8. Twilight Zone of Quantile Regression
- 9. Conclusion
- A. Quantile Regression in R : A Vignette
- B. Asymptotic Critical Values
- References
- Name Index
- Subject Index.