Bootstrap tests for unit roots in seasonal autoregressive models
β Scribed by Zacharias Psaradakis
- Publisher
- Elsevier Science
- Year
- 2000
- Tongue
- English
- Weight
- 101 KB
- Volume
- 50
- Category
- Article
- ISSN
- 0167-7152
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β¦ Synopsis
This paper proposes bootstrap tests for the presence of unit roots in a seasonal autoregressive model. The asymptotic validity of the proposed bootstrap scheme is established, and Monte Carlo experiments are used to investigate the small-sample performance of the tests.
π SIMILAR VOLUMES
For autoregressive processes with possibly inΓΏnite variance innovations, tests for unit roots are constructed. The limiting null distributions of the test statistics are standard normal both for ΓΏnite variance innovations and for inΓΏnite variance innovations. The test statistics are the pivotal stat
Semiparametric extensions of the seasonal unit root tests for the model of Dickey et al. (1984, J. Amer. Statist. Assoc. 79, 355) are proposed. Development of semiparametric extensions based on the ordinary least-squares estimator (OLSE) is impossible for the regression of since the limiting null d