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
Link To Document :
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