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Titlebook: Economic Applications of Quantile Regression; Bernd Fitzenberger,Roger Koenker,José A. F. Machad Book 2002 Physica-Verlag Heidelberg 2002

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书目名称Economic Applications of Quantile Regression
编辑Bernd Fitzenberger,Roger Koenker,José A. F. Machad
视频video
丛书名称Studies in Empirical Economics
图书封面Titlebook: Economic Applications of Quantile Regression;  Bernd Fitzenberger,Roger Koenker,José A. F. Machad Book 2002 Physica-Verlag Heidelberg 2002
描述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.
出版日期Book 2002
关键词Conditional Distribution; Economic Application; Quantile Regression; Regression analysis; education; mode
版次1
doihttps://doi.org/10.1007/978-3-662-11592-3
isbn_softcover978-3-7908-2502-2
isbn_ebook978-3-662-11592-3Series ISSN 1431-8830 Series E-ISSN 2196-8950
issn_series 1431-8830
copyrightPhysica-Verlag Heidelberg 2002
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Individual heterogeneity in the returns to schooling: instrumental variables quantile regression usmeasurement error. Recent work has investigated whether there are variations from the “mean” return to education across the population with mixed results. We use an instrumental variables estimator for quantile regression on a sample of twins to estimate an entire family of returns to education at d
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Testing for uniform wage trends in West-Germany: A cohort analysis using quantile regressions for cnds. In addition, there is concern in Germany that during the 70s and 80s unions were pursuing a too egalitarian wage policy. In a cohort analysis, we estimate quantile regressions of wages taking account of the censoring in the data. We present a new framework to describe trends in the entire wage
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,Earning functions in Portugal 1982–1994: Evidence from quantile regressions,ations for increased wage inequality. We find that, although returns to schooling are positive at all quantiles, education is relatively more valued for highly paid jobs. Consequently, schooling has a positive impact on wage inequality. Moreover, this tendency has sharpened over the period. We also
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Quantile regression for duration data: A reappraisal of the Pennsylvania Reemployment Bonus Experimlete analysis than is typically available with more conventional methods. We illustrate the approach with a reanalysis of the data from the Pennsylvania Reemployment Bonus Experiments. These experiments, conducted in 1988–89, were designed to test the efficacy of cash bonuses paid for early reemploy
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