Wnioskowanie o rzędzie kointegracji dla modelu VEC ze składnikiem losowym z rozkładu SU Johnsona
Inference on Cointegration Rank for a VEC Model with the SU Johnson Error Distribution
Author(s): Piotr KębłowskiSubject(s): Economy
Published by: Główny Urząd Statystyczny
Keywords: fat-tailed error distribution; SU Johnson distribution; small sample inference; cointegration rank
Summary/Abstract: Performance of small-sample cointegration rank tests is investigated within the framework of a VEC model with skewed fat-tailed error distribution. The Monte Carlo analysis is conducted for: asymptotic test, tests with degrees-of-freedom corrections, test with Bartlett correction, bootstrap test, and bootstrap test with Bartlett correction, as a surrogate of double bootstrap test. The results indicate that the smallsample cointegration rank tests are robust to skewed fat-tailed error distribution, approximated by SU Johnson distribution, with respect to size and power of these tests.
Journal: Przegląd Statystyczny. Statistical Review
- Issue Year: 60/2013
- Issue No: 2
- Page Range: 235-250
- Page Count: 16
- Language: Polish