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Abstract

We show that the marginal semigroup of a binary graph model is normal if and only if the graph is free of K 4 minors. The technique, based on the interplay of normality and the geometry of the marginal cone, has potential applications to other normality questions in algebraic statistics.

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References

  • Barahona F., Mahjoub A.R. (1986) On the cut polytope. Mathematical Programming 36: 157–173

    Article  MATH  MathSciNet  Google Scholar 

  • Bruns, W., Ichim, B. (2007). Normaliz 2. Algorithms for affine semigroups and rational cones. Available from http://www.math.uos.de/normaliz.

  • Bruns, W., Hemmecke, R., Ichim, B., Köppe, M., Söger, C. (2009). Challenging computations of Hilbert bases of cones associated with algebraic statistics. Manuscript.

  • Develin M., Sullivant S. (2003) Markov bases of binary graph models. Annals of Combinatorics 7: 441–466

    Article  MATH  MathSciNet  Google Scholar 

  • Deza, M. M., Laurent, M. (1997). Geometry of cuts and metrics. Algorithms and combinatorics (Vol. 15). Berlin: Springer.

  • Diaconis P., Sturmfels B. (1998) Algebraic algorithms for sampling from conditional distributions. Annals of Statistics 26: 363–397

    Article  MATH  MathSciNet  Google Scholar 

  • Geiger D., Meek C., Sturmfels B. (2006) On the toric algebra of graphical models. Annals of Statistics 34: 1463–1492

    Article  MATH  MathSciNet  Google Scholar 

  • Hoşten S., Sullivant S. (2002) Gröbner bases and polyhedral geometry of reducible and cyclic models. Journal of Combinatorial Theory: Series A 100(2): 277–301

    Article  MATH  MathSciNet  Google Scholar 

  • Sturmfels B., Sullivant S. (2008) Toric geometry of cuts and splits. Michigan Mathematical Journal 57: 689–709

    Article  MATH  MathSciNet  Google Scholar 

  • Takemura A., Yoshida R. (2008) A generalization of the integer linear infeasibility problem. Discrete Optimization 5: 36–52

    Article  MATH  MathSciNet  Google Scholar 

  • Willenborg, L., de Waal, T. (2001). Elements of statistical disclosure control. Lecture notes in statistics (Vol. 155). New York: Springer.

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Correspondence to Seth Sullivant.

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S. Sullivant was supported by U.S. National Science Foundation grant DMS-0840795.

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Sullivant, S. Normal binary graph models. Ann Inst Stat Math 62, 717–726 (2010). https://doi.org/10.1007/s10463-010-0296-3

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  • DOI: https://doi.org/10.1007/s10463-010-0296-3

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