COMMENTS ON TESTING ECONOMIC-THEORIES AND THE USE OF MODEL SELECTION CRITERIA

Citation
Cwj. Granger et al., COMMENTS ON TESTING ECONOMIC-THEORIES AND THE USE OF MODEL SELECTION CRITERIA, Journal of econometrics, 67(1), 1995, pp. 173-187
Citations number
31
Categorie Soggetti
Social Sciences, Mathematical Methods",Economics,"Mathematical, Methods, Social Sciences
Journal title
ISSN journal
03044076
Volume
67
Issue
1
Year of publication
1995
Pages
173 - 187
Database
ISI
SICI code
0304-4076(1995)67:1<173:COTEAT>2.0.ZU;2-K
Abstract
This paper outlines difficulties with testing economic theories, parti cularly that the theories may be vague, may relate to a decision inter val different from the observation period, and may need a metric to co nvert a complicated testing situation to an easier one. We argue that it is better to use model selection procedures rather than formal hypo thesis testing when deciding on model specification. This is because t esting favors the null hypothesis, typically uses an arbitrary choice of significance level, and researchers using the same data can end up with different final models.