Complete Convergence for Randomly Weighted Sums of Random Variables Satisfying Some Moment Inequalities

被引:6
作者
Chen, Ping Yan [1 ]
Sung, Soo Hak [2 ]
机构
[1] Jinan Univ, Dept Math, Guangzhou 510630, Peoples R China
[2] Pai Chai Univ, Dept Appl Math, Daejeon 35345, South Korea
基金
中国国家自然科学基金;
关键词
Randomly weighted sum; complete convergence; moment inequality;
D O I
10.1007/s10114-020-0009-7
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
For random variables and random weights satisfying Marcinkiewicz-Zygmund and Rosenthal type moment inequalities, we establish complete convergence results for randomly weighted sums of the random variables. Our results generalize those of (Thanh et al. SIAM J. Control Optim., 49, 106-124 (2011), Han and Xiang J. Ineq. Appl., 2016, 313 (2016), Li et al. J. Ineq. Appl., 2017, 182 (2017), and Wang et al. Statistics, 52, 503-518 (2018).)
引用
收藏
页码:279 / 288
页数:10
相关论文
共 15 条
[1]   CONVERGENCE RATES IN LAW OF LARGE NUMBERS [J].
BAUM, LE ;
KATZ, M .
TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY, 1965, 120 (01) :108-&
[2]   A Spitzer-type law of large numbers for widely orthant dependent random variables [J].
Chen, Pingyan ;
Sung, Soo Hak .
STATISTICS & PROBABILITY LETTERS, 2019, 154
[3]   ON A THEOREM OF HSU AND ROBBINS [J].
ERDOS, P .
ANNALS OF MATHEMATICAL STATISTICS, 1949, 20 (02) :286-291
[4]   Complete moment convergence of double-indexed randomly weighted sums of mixing sequences [J].
Han, Jian ;
Xiang, Yu .
JOURNAL OF INEQUALITIES AND APPLICATIONS, 2016,
[5]   COMPLETE CONVERGENCE AND THE LAW OF LARGE NUMBERS [J].
HSU, PL ;
ROBBINS, H .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1947, 33 (02) :25-31
[6]  
Hu TZ, 2000, CHIN J APPL PROBAB S, V16, P133
[7]   STATE OBSERVERS WITH RANDOM SAMPLING TIMES AND CONVERGENCE ANALYSIS OF DOUBLE-INDEXED AND RANDOMLY WEIGHTED SUMS OF MIXING PROCESSES [J].
Le Van Thanh ;
Yin, G. George ;
Wang, Le Yi .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2011, 49 (01) :106-124
[8]   ALMOST SURE AND COMPLETE CONVERGENCE OF RANDOMLY WEIGHTED SUMS OF INDEPENDENT RANDOM ELEMENTS IN BANACH SPACES [J].
Le Van Thanh ;
Yin, G. .
TAIWANESE JOURNAL OF MATHEMATICS, 2011, 15 (04) :1759-1781
[9]   Complete convergence of randomly weighted END sequences and its application [J].
Li, Penghua ;
Li, Xiaoqin ;
Wu, Kehan .
JOURNAL OF INEQUALITIES AND APPLICATIONS, 2017,
[10]   A comparison theorem on moment inequalities between negatively associated and independent random variables [J].
Shao, QM .
JOURNAL OF THEORETICAL PROBABILITY, 2000, 13 (02) :343-356