JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE) ›› 2016, Vol. 51 ›› Issue (6): 24-29.doi: 10.6040/j.issn.1671-9352.0.2015.386

Previous Articles     Next Articles

Almost sure central limit theorem for arrays of random variables

LIU Yang1, FENG Zhi-wei1, CHEN Ping-yan2*   

  1. 1.Department of Statistics, Jinan University, Guangzhou 510630, Guangdong, China;
    2. Department of Mathematics, Jinan University, Guangzhou 510630, Guangdong, China
  • Received:2015-08-10 Online:2016-06-20 Published:2016-06-15

Abstract: It is different between sequence and array of random variables on the almost sure central limit theorem, and the selection of its weight coefficient has certain requirements. In this paper, we study two kinds of different weight selection conditions for arrays of random variables, and obtain the almost sure central limit theorems and inferences for arrays of random variables.

Key words: weight, array of random variables, almost sure central limit theorem

CLC Number: 

  • O211.4
[1] SCHATTE P. On strong versions of the central limit theorem[J]. Statistics and Probability Letters, 1988, 137:249-256.
[2] LACEY M T, Philipp W. A note on the almost sure central limit theorem[J]. Statistics and Probability Letters, 1990, 9:201-205.
[3] BERKES I. On the almost sure central limit theorem and domains of attraction[J]. Probab Theory Related Fields, 1995, 102:1-18.
[4] BERKES I, Dehling H. Some limit theorems in log density[J]. Ann Probab, 1993, 21:1640-1670.
[5] BERKES I, Dehling H. On the almost sure central limit theorem for random variables with inJnite variance[J]. Theoret Probab, 1994, 7:667-680.
[6] CSORGO M, HORVATH L. Invariance principles for logarithmic averages[J]. Math Proc Cambridge Phil Soc, 1992, 112:195-205.
[7] PELIGRAD M, SHAO Q M. A note on the almost sure central limit theorem for weakly dependent random variables[J]. Statistics and Probability Letters, 1995, 22:131-136.
[8] DUDZINSKI M. An almost sure limit theorem for the maxima and sums of stationary Gaussian sequences[J]. Statistics and Probability Letters, 2003, 23:139-152.
[9] PELIGRAD M, REVESZ P. On the almost sure central limit theorem[M]. Almost everywhere convergence II. Boston, MA: Academic Press, 1991.
[10] BERKES I, CSAKI E. A universal result in almost sure central limit theory[J]. Stochastic Process and Applications, 2001, 94:105-134.
[11] CHEN P, YE X, HU T C. A strong law and a law of the single logarithm for arrays of rowwise independent random variables[J]. Statistics and Probability Letters, 2016, 110:169-174.
[12] 林正炎,陆传荣,苏中根.概率极限理论基础[M]. 北京:高等教育出版社,1999:85-95.
[13] 汪嘉冈.现代概率论基础[M].上海: 复旦大学出版社, 2005:98-99.
[1] LIU Weiyan, QI Ji, LIANG Hong, LIN Yuchuan. A pelican optimization algorithm based on hybrid strategy [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2025, 60(9): 52-61.
[2] WU Qi, YANG Yanqi, TAO Shuangping. Estimate of the bilinear θ-type C-Z operator on two weight Herz spaces with variable exponents [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2025, 60(8): 95-105.
[3] HU Jiao, LIU Mengmeng. Bounds of weighted Szeged index of two kinds of tree graphs [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2025, 60(2): 34-40.
[4] DING Ruihe, WANG Caishi, ZHANG Lixia. Spectral properties of some potential operators on Bernoulli noise functionals [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2025, 60(12): 173-177.
[5] Antao LYU,Yongbin GAO,Wen HAN,Ying DONG,Zhenfang ZHONG,Qingchun MENG. Comprehensive credit evaluation of transportation enterprises based on game theory combinatorial weighting-TOPSIS method [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2024, 59(9): 88-97.
[6] Zhanhong LIU,Shuangping TAO. Weighted estimates of fractional maximal operator and its commutator on Morrey spaces [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2024, 59(6): 108-115.
[7] ZHU Liquan, LIN Yaojin, MAO Yu, CHENG Yuxuan. Multi-label online stream feature selection based on high-dimensional correlation [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2024, 59(5): 90-99.
[8] Li RUI,Guanghui LU,Xuemei LI. Bilinear θ-type Calderón-Zygmund operators on generalized weighted variable exponent Morrey spaces [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2024, 59(4): 62-72.
[9] Xiuxi WEI,Maosong PENG,Huajuan HUANG. Optimization of hydrogeological parameters based on improved butterfly optimization algorithm [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2024, 59(3): 37-50.
[10] ZHANG Jinke, ZHANG Jiangang. Signal detection and fault diagnosis based on improved particle swarm optimization algorithm [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2023, 58(5): 63-75.
[11] FENG Xue, GENG Sheng-ling, LI Yong-ming. Weighted hesitation fuzzy preference relation and its application in group decision making [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2023, 58(3): 39-47.
[12] LI Chun-ping, SANG Yan-bin. Multiple solutions of fractional p-q-Laplacian system with sign-changing weight functions [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2022, 57(8): 95-102.
[13] SU Xiao-yan, CHEN Jing-rong, YIN Hui-ling. Generalized interval-valued Pythagorean triangular fuzzy aggregation operator and application in decision making [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2022, 57(8): 77-87.
[14] WENG Ting-ting, WEI Zong-tian. Weighted neighbor toughness of graphs [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2022, 57(6): 36-43.
[15] HAN Lu, GUO Xin-yao, WEI Wei, LIANG Ji-ye. Multi-metric learning algorithm based on constraint hierarchical weighting [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2022, 57(4): 12-20.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!