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关于齐次树上随机场的一类强偏差定理 被引量:3

A CLASS OF SMALL DEVIATION THEOREMS FOR RANDOM FIELDS ON A HOMOGENEOUS TREE
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摘要 通过引进渐近对数似然比作为齐次树上任意Markov随机场逼近的一种度量,通过构造鞅的方法,建立了关于随机场的一类强偏差(也称小偏差)定理.所得结论推广了一个已知的结果. By introducing the asymptotic logarithmic likelihood ratio as a measure of Markov approximation of the arbitrary random field on a homogeneous tree, and constructing a non-negative martingale, a class of small deviation theorems for random fields is established, and an existing result is generalized.
机构地区 江苏大学理学院
出处 《系统科学与数学》 CSCD 北大核心 2009年第5期577-584,共8页 Journal of Systems Science and Mathematical Sciences
基金 国家自然科学基金(10571076)资助项目
关键词 强偏差定理 齐次树 随机场 Small deviation theorems, homogeneous tree, random field.
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参考文献8

  • 1Benjamini I,Peres Y.Markov chains indexed by trees.Ann.Probab.,1994,22:219-243.
  • 2Liu W,Wang L Y.The Markov approximation of the random field on Cayley tree and a class of small deviation theorems.Statist.Probab.Lett.,2003,63:113-121.
  • 3Berger T,Ye Z.Entropic aspects of random fields on trees.IEEE Trans.Inform.Theory,1990,36(5):1006-1018.
  • 4Ye Z,Berger T.Entropic,regularity and asymptotic equipartition property of random fields on trees.J.Combin.Inform.System.Sci.,1996,21(2):157-184.
  • 5Yang W G.Some limit properties for Markov chains indexed by a homogeneous tree.Statist.Probab.Lett.,2003,65:241-250.
  • 6Yang W G,Ye Z.The asympotoic equipartition property for nonhomogeneous Markov chains indexed by a homogeneous tree.IEEE Trans.Inform.Theory,2007,53(9):3275-3280.
  • 7Spitzer F.Markov random fields on an infinite tree.Ann.Probab.,1975,3:287-298.
  • 8Liu W,Yang W G.The Markov approximation of the sequences of N-valued random variables and a class of small deviation theorems.Stochastic Process.Appl.,2000,89:117-130.

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