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Cálculo de los estimadores de regresión cuantílica lineal por medio del método ACCPM

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Author Info
Héctor Andrés López ()
Héctor Manuel Mora ()
Abstract

"Se muestra cómo calcular los estimadores en regresión cuantílica por medio del método de optimización no diferenciable ACCPM (Analytic Center Cutting Plane Method). El cálculo de dichos estimadores usualmente se encuentra por medio de programación lineal y sus respectivas técnicas de solución (método simplex, métodos de punto interior, etc.). La primera parte presenta las generalidades de la regresión cuantílica y su formulación como un problema de programación lineal. Además, se realiza una breve descripción del método ACCPM. Por último, se muestra la aplicación del método ACCPM para el cálculo de estimadores por cuantiles y los resultados numéricos y comparaciones del método ACCPM con el paquete estadístico textsf{R} y el paquete de optimización GAMS."

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Article provided by REVISTA COLOMBIANA DE ESTADISTICA in its journal Revista Colombiana de Estadística.

Volume (Year): (2007)
Issue (Month): ()
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Handle: RePEc:col:000163:004029

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  1. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January. [Downloadable!] (restricted)
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