articleEconometrics JournalOct 1, 2011Closed access

A simple approach to quantile regression for panel data

Northwestern University

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Abstract

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.

Citation impact

1,117
total citations
FWCI
23.45
Percentile
100%
References
22
Citations per year

Authors

1

Topics & keywords

Keywords
  • Quantile regression
  • Simple (philosophy)
  • Estimator
  • Quantile
  • Panel data
  • Econometrics
  • Mathematics
  • Transformation (genetics)
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