• Title of article

    Markov bases for typical block effect models of two-way contingency tables

  • Author/Authors

    Ogawa، نويسنده , , Mitsunori and Takemura، نويسنده , , Akimichi، نويسنده ,

  • Issue Information
    دوفصلنامه با شماره پیاپی سال 2012
  • Pages
    11
  • From page
    219
  • To page
    229
  • Abstract
    Markov basis for statistical model of contingency tables gives a useful tool for performing the conditional test of the model via the Markov chain Monte Carlo method. In this paper, we derive explicit forms of Markov bases for change point models and block diagonal effect models, which are typical block-wise effect models of two-way contingency tables, and perform conditional tests with some real data sets.
  • Keywords
    Toric ideal , Change point model , Block diagonal effect model , Markov chain Monte Carlo , Quadratic Grِbner basis
  • Journal title
    Journal of Multivariate Analysis
  • Serial Year
    2012
  • Journal title
    Journal of Multivariate Analysis
  • Record number

    1565978