Research Article

Complete qth moment convergence of weighted sums for arrays of row-wise extended negatively dependent random variables

Volume: 43 Number: 2 April 1, 2014
  • M. L.. Guo *
EN

Complete qth moment convergence of weighted sums for arrays of row-wise extended negatively dependent random variables

Abstract

In this paper, the complete qth moment convergence of weighted sums for arrays of row-wise extended negatively dependent (abbreviated to END in the following) random variables is investigated. By using Hoffmann-Jφrgensen type inequality and truncation method, some general results concerning complete qth moment convergence of weighted sums for arrays of row-wise END random variables are obtained. As their applications, we extend the corresponding result of Wu (2012) to the case of arrays of row-wise END random variables. The complete qth moment convergence of moving average processes based on a sequence of END random variables is obtained, which improves the result of Li and Zhang (2004). Moreover, the Baum-Katz type result for arrays of row-wise END random variables is also obtained.

Keywords

References

  1. 1] Hsu, P. L. and Robbins, H. Complete convergence and the law of large numbers. Proc. Natl. Acad. Sci. U.S.A., 33(2), 25–31, 1947.
  2. [2] Baum, L. E. and Katz, M. Convergence rates in the law of large numbers. Trans. Am. Math. Soc., 120(1), 108–123, 1965.
  3. [3] Liu, L. Precise large deviations for dependent random variables with heavy tails. Statist. Probab. Lett., 79(9), 1290–1298, 2009.
  4. [4] Lehmann, E. L. Some concepts of dependence. Ann. Math. Statist., 37(5), 1137–1153, 1966.
  5. [5] Joag-Dev, K. and Proschan, F. Negative association of random variables with applications. Ann. Statist., 11(1), 286–295, 1983. 334
  6. [6] Shen, A. T. Probability inequalities for END sequence and their applications. J. Inequal. Appl., 2011, 98, 2011.
  7. [7] Chen, Y. Q. and Chen, A. Y. and Ng, K. W. The strong law of large numbers for extend negatively dependent random variables. J. Appl. Prob., 47(4), 908–922, 2010.
  8. [8] Baek, J. I., Choi, I. B. and Niu, S. l. On the complete convergence of weighted sums for arrays of negatively associated variables. J. Korean Stat. Soc., 37(1), 73–80, 2008.

Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Authors

M. L.. Guo * This is me
China

Publication Date

April 1, 2014

Submission Date

February 8, 2019

Acceptance Date

February 8, 2019

Published in Issue

Year 2014 Volume: 43 Number: 2

APA
Guo, M. L. (2014). Complete qth moment convergence of weighted sums for arrays of row-wise extended negatively dependent random variables. Hacettepe Journal of Mathematics and Statistics, 43(2), 323-335. https://izlik.org/JA47PG73XT
AMA
1.Guo ML. Complete qth moment convergence of weighted sums for arrays of row-wise extended negatively dependent random variables. Hacettepe Journal of Mathematics and Statistics. 2014;43(2):323-335. https://izlik.org/JA47PG73XT
Chicago
Guo, M. L. 2014. “Complete Qth Moment Convergence of Weighted Sums for Arrays of Row-Wise Extended Negatively Dependent Random Variables”. Hacettepe Journal of Mathematics and Statistics 43 (2): 323-35. https://izlik.org/JA47PG73XT.
EndNote
Guo ML (April 1, 2014) Complete qth moment convergence of weighted sums for arrays of row-wise extended negatively dependent random variables. Hacettepe Journal of Mathematics and Statistics 43 2 323–335.
IEEE
[1]M. L. Guo, “Complete qth moment convergence of weighted sums for arrays of row-wise extended negatively dependent random variables”, Hacettepe Journal of Mathematics and Statistics, vol. 43, no. 2, pp. 323–335, Apr. 2014, [Online]. Available: https://izlik.org/JA47PG73XT
ISNAD
Guo, M. L. . “Complete Qth Moment Convergence of Weighted Sums for Arrays of Row-Wise Extended Negatively Dependent Random Variables”. Hacettepe Journal of Mathematics and Statistics 43/2 (April 1, 2014): 323-335. https://izlik.org/JA47PG73XT.
JAMA
1.Guo ML. Complete qth moment convergence of weighted sums for arrays of row-wise extended negatively dependent random variables. Hacettepe Journal of Mathematics and Statistics. 2014;43:323–335.
MLA
Guo, M. L. “Complete Qth Moment Convergence of Weighted Sums for Arrays of Row-Wise Extended Negatively Dependent Random Variables”. Hacettepe Journal of Mathematics and Statistics, vol. 43, no. 2, Apr. 2014, pp. 323-35, https://izlik.org/JA47PG73XT.
Vancouver
1.M. L. Guo. Complete qth moment convergence of weighted sums for arrays of row-wise extended negatively dependent random variables. Hacettepe Journal of Mathematics and Statistics [Internet]. 2014 Apr. 1;43(2):323-35. Available from: https://izlik.org/JA47PG73XT