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A simple approach to quantile regression for panel data
Authors:Ivan A. Canay
Affiliation:Department of Economics, Northwestern University, 2001 Sheridan Rd, Evanston, IL 60208, USA.
E‐mail: iacanay@northwestern.edu
Abstract:Summary This paper provides a set of sufficient conditions that point identify a quantile regression model with fixed effects. It also proposes a simple transformation of the data that gets rid of the fixed effects under the assumption that these effects are location shifters. The new estimator is consistent and asymptotically normal as both n and T grow.
Keywords:Deconvolution  Panel data models  Quantile regression  Two‐step estimator
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