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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 |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge ; New York :
Cambridge University Press,
2005.
|
| Colección: | Econometric Society monographs ;
no. 38. |
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Koenker, Roger, |d 1947- | |
| 245 | 1 | 0 | |a Quantile regression / |c Roger Koenker. |
| 260 | |a Cambridge ; |a New York : |b Cambridge University Press, |c 2005. | ||
| 300 | |a 1 online resource (xv, 349 pages) : |b illustrations | ||
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| 490 | 1 | |a Econometric Society monographs ; |v no. 38 | |
| 504 | |a Includes bibliographical references (pages 319-335) and index. | ||
| 588 | 0 | |a Print version record. | |
| 505 | 0 | |a 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. | |
| 520 | |a 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 how covariates influence the location, scale and shape of the entire response distribution. This monograph is the first comprehensive treatment of the subject, encompassing models that are linear and nonlinear, parametric and nonparametric. The author has devoted more than 25 years of research to this topic. The methods in the analysis are illustrated with a variety of applications from economics, biology, ecology and finance. The treatment will find its core audiences in econometrics, statistics, and applied mathematics in addition to the disciplines cited above. | ||
| 546 | |a English. | ||
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| 650 | 0 | |a Regression analysis. | |
| 650 | 0 | |a Mathematical statistics. | |
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| 650 | 6 | |a Analyse de régression. | |
| 650 | 6 | |a Statistique mathématique. | |
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| 650 | 7 | |a Regression analysis |2 fast | |
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| 650 | 7 | |a Analyse de régression. |2 rasuqam | |
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| 776 | 0 | 8 | |i Print version: |a Koenker, Roger, 1947- |t Quantile regression. |d Cambridge ; New York : Cambridge University Press, 2005 |z 0521845734 |z 0521608279 |w (DLC) 2004027656 |w (OCoLC)57143093 |
| 830 | 0 | |a Econometric Society monographs ; |v no. 38. | |
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