TESTING, ENCOMPASSING, AND SIMULATING DYNAMIC ECONOMETRIC-MODELS

Citation
C. Gourieroux et A. Monfort, TESTING, ENCOMPASSING, AND SIMULATING DYNAMIC ECONOMETRIC-MODELS, Econometric theory, 11(2), 1995, pp. 195-228
Citations number
30
Categorie Soggetti
Economics,"Social Sciences, Mathematical Methods
Journal title
ISSN journal
02664666
Volume
11
Issue
2
Year of publication
1995
Pages
195 - 228
Database
ISI
SICI code
0266-4666(1995)11:2<195:TEASDE>2.0.ZU;2-F
Abstract
We define, in a dynamic framework, the notions of binding functions, i mages, reflecting sets, indirect identification, indirect information, and encompassing. We study the properties of the notion of encompassi ng when the true distribution does not necessarily belong to one of th e two competing models of interest. In this context we propose various test procedures of the encompassing hypothesis. Some of these procedu res are based on simulations, and some of them are linked with the not ion of indirect estimation (in particular, the GET and simulated GET p rocedures). As a by-product, we get an asymptotic theory of the tests of non-nested hypotheses in the stationary dynamic case.