数学物理学报(英文版) ›› 2011, Vol. 31 ›› Issue (3): 1123-1132.doi: 10.1016/S0252-9602(11)60303-2

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A MULTIDIMENSIONAL CENTRAL LIMIT THEOREM WITH SPEED OF CONVERGENCE FOR AXIOM A DIFFEOMORPHISMS

夏红强|檀大耀   

  1. College of Science, Wuhan Textile University, Wuhan 430073, China; Department of Mathematics and Computer Science, Qinzhou University, Qinzhou 535000, China
  • 收稿日期:2008-09-19 修回日期:2010-03-01 出版日期:2011-05-20 发布日期:2011-05-20
  • 基金资助:

    This work is partially  supported by the National Natural Science Foundation of China (10571174) and the Scientific Research Foundation of Ministry of Education for Returned Overseas Chinese Scholars and Scientific Research Foundation of Ministry of Human Resources and Social Security for Returned Overseas Chinese Scholars.

A MULTIDIMENSIONAL CENTRAL LIMIT THEOREM WITH SPEED OF CONVERGENCE FOR AXIOM A DIFFEOMORPHISMS

 XIA Hong-Qiang, SHAN Da-Yao   

  1. College of Science, Wuhan Textile University, Wuhan 430073, China; Department of Mathematics and Computer Science, Qinzhou University, Qinzhou 535000, China
  • Received:2008-09-19 Revised:2010-03-01 Online:2011-05-20 Published:2011-05-20
  • Supported by:

    This work is partially  supported by the National Natural Science Foundation of China (10571174) and the Scientific Research Foundation of Ministry of Education for Returned Overseas Chinese Scholars and Scientific Research Foundation of Ministry of Human Resources and Social Security for Returned Overseas Chinese Scholars.

摘要:

Let T: XX be an Axiom A diffeomorphism, m the Gibbs state for a H\"older continuous function g. Assume  that f: X→ Rd is a H\"older
continuous function with ∫Xdm=0. If the components of f are cohomologously independent, then there exists a positive definite
symmetric matrix σ2:=σ2(f) such that Snf/n converges in distribution with respect to m to a Gaussian random variable with expectation 0 and covariance matrix σ2. Moreover, there exists a real number A>0 such that, for any integer n≥1, 

∏(m*{1/√n Snf ), N(0, σ2))≤A /√n,
where m* (1/√n Snf) denotes the distribution of 1/√n Snf with respect to m, and  ∏ is the Prokhorov metric.

关键词: multidimensional central limit theorem, Axiom A diffeomorphisms, symbolic dynamics, transfer operator

Abstract:

Let T: XX be an Axiom A diffeomorphism, m the Gibbs state for a H\"older continuous function g. Assume  that f: X→ Rd is a H\"older
continuous function with ∫Xdm=0. If the components of f are cohomologously independent, then there exists a positive definite
symmetric matrix σ2:=σ2(f) such that Snf/n converges in distribution with respect to m to a Gaussian random variable with expectation 0 and covariance matrix σ2. Moreover, there exists a real number A>0 such that, for any integer n≥1, 

∏(m*{1/√n Snf ), N(0, σ2))≤A /√n,
where m* (1/√n Snf) denotes the distribution of 1/√n Snf with respect to m, and  ∏ is the Prokhorov metric.

Key words: multidimensional central limit theorem, Axiom A diffeomorphisms, symbolic dynamics, transfer operator

中图分类号: 

  • 37A25