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
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