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Economic Applications of Quantile Regression

Fitzenberger, Bernd / Machado, Jose A. F. / Koenker, Roger

Economic Applications of Quantile Regression

Quantile regression has emerged as an essential statistical tool of contemporary empirical economics and biostatistics. Complementing classical least squares regression methods which are designed to estimate conditional mean models, quantile regression provides an ensemble of techniques for estimating families of conditional quantile models, thus offering a more complete view of the stochastic relationship among variables. This volume collects 12 outstanding empirical contributions in economics and offers an indispensable introduction to interpretation, implementation, and inference aspects of quantile regression.

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ISBN 9783790814484
Sprache eng
Cover Fester Einband
Verlag Physica-Verlag HD
Jahr 20011214

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