A note on the rate of convergence in the strong law of large numbers for martingales

被引:24
作者
Stoica, George [1 ]
机构
[1] Univ New Brunswick, Dept Math Sci, St John, NB E2L 4L5, Canada
关键词
Strong law of large numbers; Rate of convergence; Martingale difference sequence; Upper tail function; Quantile function; GENERAL-APPROACH;
D O I
10.1016/j.jmaa.2011.04.008
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We prove a Baum-Katz-Nagaev type rate of convergence in the Marcinkiewicz-Zygmund and Kolmogorov strong laws of large numbers for norm bounded martingale difference sequences. (C) 2011 Elsevier Inc. All rights reserved.
引用
收藏
页码:910 / 913
页数:4
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]   Maximal inequalities for demimartingales and a strong law of large numbers [J].
Christofides, TC .
STATISTICS & PROBABILITY LETTERS, 2000, 50 (04) :357-363
[3]   CONVERGENCE RATES IN THE LAW OF LARGE NUMBERS FOR BANACH-VALUED DEPENDENT VARIABLES [J].
Dedecker, J. ;
Merlevede, F. .
THEORY OF PROBABILITY AND ITS APPLICATIONS, 2008, 52 (03) :416-438
[4]  
Dedecker J., 2006, Mathematical Methods of Statistics, V15, P176
[5]   A LAW OF LARGE NUMBERS FOR IDENTICALLY DISTRIBUTED MARTINGALE DIFFERENCES [J].
ELTON, J .
ANNALS OF PROBABILITY, 1981, 9 (03) :405-412
[6]   A general approach to the strong law of large numbers [J].
Fazekas, I ;
Klesov, O .
THEORY OF PROBABILITY AND ITS APPLICATIONS, 2000, 45 (03) :436-449
[7]   A general approach rate to the strong law of large numbers [J].
Hu, SH ;
Ming, H .
STATISTICS & PROBABILITY LETTERS, 2006, 76 (08) :843-851
[8]   On extending the Brunk-Prokhorov strong law of large numbers for martingale differences [J].
Hu Shuhe ;
Chen Guijing ;
Wang Xuejun .
STATISTICS & PROBABILITY LETTERS, 2008, 78 (18) :3187-3194
[9]  
KOVAL VA, 2000, UKR MATH J, V52, P1554
[10]   RATE OF CONVERGENCE IN THE STRONG LAW OF LARGE NUMBERS FOR MARTINGALES [J].
LAGODOWSKI, ZA ;
RYCHLIK, Z .
PROBABILITY THEORY AND RELATED FIELDS, 1986, 71 (03) :467-476