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RATE OF CONVERGENCE AND EXPANSION OF RNYI ENTROPIC CENTRAL LIMIT THEOREM
作者姓名:孙建强  丁义明
作者单位:Wuhan Institute of Physics and Mathematics, Chinese Academy of Sciences;University of Chinese Academy of Sciences;National Center for Mathematics and Interdisciplinary Sciences, Chinese Academy of Sciences
基金项目:supported by National Basic Research Program of China(973 Program)(2011CB707802,2013CB910200);Natural Science Foundation of China Grant(11126180)
摘    要:We obtain the expansion of Rényi divergence of order α(0 α 1) between the normalized sum of IID continuous random variables and the Gaussian limit under minimal moment conditions via Edgeworth-type expansion. The rate is faster than that of Shannon case, which can be used to improve the rate of convergence in total variance norm.

关 键 词:Rényi divergence  central limit theorem  Edgeworth-type expansion  rate of convergence
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