Monte Carlo tests of cointegration with structural breaks

Citation
R. Ostermark et R. Hoglund, Monte Carlo tests of cointegration with structural breaks, KYBERNETES, 29(9-10), 2000, pp. 1284-1297
Citations number
18
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
KYBERNETES
ISSN journal
0368492X → ACNP
Volume
29
Issue
9-10
Year of publication
2000
Pages
1284 - 1297
Database
ISI
SICI code
0368-492X(2000)29:9-10<1284:MCTOCW>2.0.ZU;2-A
Abstract
The power and size of five cointegration tests, the ADF-, (Z) over cap (alp ha)-, ECM-; SW-, and JJ-statistics, are evaluated in some large-scale Monte Carlo simulations, when the underlying system is subjected to regime shift s. Following the suggestion by Gregory and Hansen, selects the minimum valu e for the shift-corrected statistics evaluated over a set of tentative brea k Points for the regime shifts. The performance of these statistics is comp ared to the corresponding ordinary statistics in conditions of regime shift s. The results show that no test uniformly outperforms the others in terms of power in the parameter space we have used.