Title of article :
The largest group of invariance for Markov bases and toric ideals
Author/Authors :
Satoshi Aoki، نويسنده , , AkimichiTakemura، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2008
Abstract :
We define the largest group of invariance for a given toric ideal and the associated Markov bases. Reduction by invariance leads to a concise description of an invariant Markov basis and a sampling scheme in terms of the group and a list of representative elements from the orbits of the Markov basis. We also give explicit forms of the largest group of invariance for several standard statistical problems.
Keywords :
Group action , MCMC , Sufficient statistic , Computational algebraic statistics , Exact tests
Journal title :
Journal of Symbolic Computation
Journal title :
Journal of Symbolic Computation