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Identification of Marginal Effects in Nonseparable Models Without Monotonicity

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Author Info
Stefan Hoderlein
Enno Mammen

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Abstract

Nonseparable models do not impose any type of additivity between the unobserved part and the observable regressors, and are therefore ideal for many economic applications. To identify these models using the entire joint distribution of the data as summarized in regression quantiles, monotonicity in unobservables has frequently been assumed. This paper establishes that in the absence of monotonicity, the quantiles identify local average structural derivatives of nonseparable models. Copyright The Econometric Society 2007.

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File URL: http://hdl.handle.net/10.1111/j.1468-0262.2007.00801.x
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Publisher Info
Article provided by Econometric Society in its journal Econometrica.

Volume (Year): 75 (2007)
Issue (Month): 5 (09)
Pages: 1513-1518
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Handle: RePEc:ecm:emetrp:v:75:y:2007:i:5:p:1513-1518

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  1. Michal Paluch & Alois Kneip & Werner Hildenbrand, . "Individual versus Aggregate Income Elasticities for Heterogeneous Populations," Bonn Econ Discussion Papers bgse13_2007, University of Bonn, Germany. [Downloadable!]
  2. Xiaohong Chen & Yingyao Hu, 2006. "Identification and Inference of Nonlinear Models Using Two Samples with Arbitrary Measurement Errors," Cowles Foundation Discussion Papers 1590, Cowles Foundation, Yale University. [Downloadable!]
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This page was last updated on 2008-8-11.


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