• 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