INSTRUMENTAL MODELS AND INDIRECT ENCOMPASSING

DHAENE, G. *, GOURIEROUX, C. **, and O., SCAILLET ***

* Universite de Mons-Hainaut and NFWO, Belgium
** CREST and CEPREMAP
*** Universite catholique de Louvain

 

Abstract

We introduce non-nested hypotheses tests using indirect, simulation-based estimation procedures. We propose different test statistics and carefully examine the corresponding implicit null hypotheses. A notion of indirect encompassing comes up naturally, which may be compared to the usual encompassing conditions. Then we show how these methods extend standard specification and overidentification tests.

Keywords : indirect inference, instrumental model, non-nested hypotheses, indirect encompassing, specification test, overidentification test.

JEL : C5, C3.