Semiparametric Specification Testing of Non-nested Econometric Models

Abstract

We propose a specification test of a parametrically specified nonlinear model against a weakly specified non-nested alternative. We estimate the alternative model by using nonparametric regression (nearest neighbours). The test is based on the t -statistic of an artificial regression. Monte-Carlo simulations suggest that the test has good power and size characteristics.