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Quantile Regression for Cross-Sectional and Time Series Data

- Applications in Energy Markets Using R
Af: Jorge M. Uribe, Montserrat Guillen Engelsk Paperback

Quantile Regression for Cross-Sectional and Time Series Data

- Applications in Energy Markets Using R
Af: Jorge M. Uribe, Montserrat Guillen Engelsk Paperback
Tjek vores konkurrenters priser

This brief addresses the estimation of quantile regression models from a practical perspective, which will support researchers who need to use conditional quantile regression to measure economic relationships among a set of variables. It will also benefit students using the methodology for the first time, and practitioners at private or public organizations who are interested in modeling different fragments of the conditional distribution of a given variable. The book pursues a practical approach with reference to energy markets, helping readers learn the main features of the technique more quickly. Emphasis is placed on the implementation details and the correct interpretation of the quantile regression coefficients rather than on the technicalities of the method, unlike the approach used in the majority of the literature. All applications are illustrated with R. 


 


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This brief addresses the estimation of quantile regression models from a practical perspective, which will support researchers who need to use conditional quantile regression to measure economic relationships among a set of variables. It will also benefit students using the methodology for the first time, and practitioners at private or public organizations who are interested in modeling different fragments of the conditional distribution of a given variable. The book pursues a practical approach with reference to energy markets, helping readers learn the main features of the technique more quickly. Emphasis is placed on the implementation details and the correct interpretation of the quantile regression coefficients rather than on the technicalities of the method, unlike the approach used in the majority of the literature. All applications are illustrated with R. 


 


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Produktdetaljer
Sprog: Engelsk
Sider: 63
ISBN-13: 9783030445034
Indbinding: Paperback
Udgave:
ISBN-10: 3030445038
Kategori: Økonometri og økonomisk statistik
Udg. Dato: 31 mar 2020
Længde: 7mm
Bredde: 233mm
Højde: 155mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 31 mar 2020
Forfatter(e): Jorge M. Uribe, Montserrat Guillen
Forfatter(e) Jorge M. Uribe, Montserrat Guillen

Kategori Økonometri og økonomisk statistik

ISBN-13 9783030445034

Sprog Engelsk

Indbinding Paperback

Sider 63

Udgave

Længde 7mm

Bredde 233mm

Højde 155mm

Udg. Dato 31 mar 2020

Oplagsdato 31 mar 2020

Forlag Springer Nature Switzerland AG