Title of article
Tests for real and complex unit roots in vector autoregressive models
Author/Authors
Nyblom، نويسنده , , Jukka and Suomala، نويسنده , , Jaakko، نويسنده ,
Issue Information
دوفصلنامه با شماره پیاپی سال 2014
Pages
16
From page
224
To page
239
Abstract
The article proposes new tests for the number of real and complex unit roots in vector autoregressive models. The tests are based on the eigenvalues of the sample companion matrix. The limiting distributions of the eigenvalues converging to the unit eigenvalues turn out to be of a non-standard form and expressible in terms of Brownian motions. The tests are defined such that the null distributions related to eigenvalues ± 1 are the same. The tests for the unit eigenvalues with nonzero imaginary part are defined independently of the angular frequency. When the tests are adjusted for deterministic terms, the null distributions usually change. Critical values are tabulated via simulations. Also some simulation based finite sample properties are presented together with comparisons with corresponding likelihood ratio tests. The relation of the unit roots to cointegration is discussed. An empirical example is provided to show how to use the test with real data.
Keywords
Cointegration , Companion matrix , Non-standard asymptotic distribution , Eigenvalue test , Seasonal unit root , Time series
Journal title
Journal of Multivariate Analysis
Serial Year
2014
Journal title
Journal of Multivariate Analysis
Record number
1566789
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