Unconditional Quantile Regressions 2009 Econometrica

时间:2018-02-21 19:15:59
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文件名称:Unconditional Quantile Regressions 2009 Econometrica

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更新时间:2018-02-21 19:15:59

quantile

We propose a new regression method to evaluate the impact of changes in the distri- bution of the explanatory variables on quantiles of the unconditional (marginal) distrib- ution of an outcome variable. The proposed method consists of running a regression of the (recentered) influence function (RIF) of the unconditional quantile on the explana- tory variables. The influence function, a widely used tool in robust estimation, is easily computed for quantiles, as well as for other distributional statistics. Our approach, thus, can be readily generalized to other distributional statistics


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