2012

Testing Regression Monotonicity in Econometric Models

Chetverikov, Denis

Understand

Monotonicity is a key qualitative prediction of a wide array of economic models derived via robust comparative statics.

  • It is therefore important to design effective and practical econometric methods for testing this prediction in empirical analysis.
  • This paper develops a general nonparametric framework for testing monotonicity of a regression function.
  • Using this framework, a broad class of new tests is introduced, which gives an empirical researcher a lot of flexibility to incorporate ex ante information she might have.

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