Title:
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Some limit theorems for $m$-pairwise negative quadrant dependent random variables (English) |
Author:
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Wu, Yongfeng |
Author:
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Peng, Jiangyan |
Language:
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English |
Journal:
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Kybernetika |
ISSN:
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0023-5954 (print) |
ISSN:
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1805-949X (online) |
Volume:
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54 |
Issue:
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4 |
Year:
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2018 |
Pages:
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815-828 |
Summary lang:
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English |
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Category:
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math |
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Summary:
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The authors first establish the Marcinkiewicz-Zygmund inequalities with exponent $p$ ($1\leq p\leq2$) for $m$-pairwise negatively quadrant dependent ($m$-PNQD) random variables. By means of the inequalities, the authors obtain some limit theorems for arrays of rowwise $m$-PNQD random variables, which extend and improve the corresponding results in [Y. Meng and Z. Lin (2009)] and [H. S. Sung (2013)]. It is worthy to point out that the open problem of [H. S. Sung, S. Lisawadi, and A. Volodin (2008)] can be solved easily by using the obtained inequality in this paper. (English) |
Keyword:
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$m$-pairwise negative quadrant dependent |
Keyword:
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Marcinkiewicz–Zygmund inequality |
Keyword:
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$L^r$ convergence |
Keyword:
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complete convergence |
MSC:
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60F15 |
MSC:
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60F25 |
idZBL:
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Zbl 06987036 |
idMR:
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MR3863258 |
DOI:
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10.14736/kyb-2018-4-0815 |
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Date available:
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2018-10-30T14:54:39Z |
Last updated:
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2020-01-05 |
Stable URL:
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http://hdl.handle.net/10338.dmlcz/147426 |
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Reference:
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[1] Baek, J. I., Ko, M. H., Kim, T. S.: On the complete convergence for weighted sums of dependent random variables under condition of weighted integrability..J. Korean Math. Soc. 45 (2008), 1101-1111. MR 2422730, 10.4134/jkms.2008.45.4.1101 |
Reference:
|
[2] Baek, J. I., Park, S. T.: Convergence of weighted sums for arrays of negatively dependent random variables and its applications..J. Stat. Plann. Inference 140 (2010), 2461-2469. MR 2644067, 10.1016/j.jspi.2010.02.021 |
Reference:
|
[3] Cabrera, M. O., Volodin, A.: Mean convergence theorems and weak laws of large numbers for weighted sums of random variables under a condition of weighted integrability..J. Math. Anal. Appl. 305 (2005), 644-658. MR 2131528, 10.1016/j.jmaa.2004.12.025 |
Reference:
|
[4] Ebrahimi, N., Ghosh, M.: Multivariate negative dependence..Commun. Stat. Theory Methods 10 (1981), 307-337. MR 0612400, 10.1080/03610928108828041 |
Reference:
|
[5] Gan, S., Chen, P.: Some limit theorems for sequences of pairwise NQD random variables..Acta Math. Sci., Ser. B, Engl. Ed. 28 (2008), 269-281. MR 2411834, 10.1016/s0252-9602(08)60027-2 |
Reference:
|
[6] Gan, S., Chen, P.: Some remarks for sequences of pairwise NQD random variables..Wuhan Univ. J. Nat. Sci. 15 (2010), 467-470. MR 2797770, 10.1007/s11859-010-0685-8 |
Reference:
|
[7] Joag-Dev, K., Proschan, F.: Negative association of random variables with applications..Ann. Stat. 11 (1983), 286-295. MR 0684886, 10.1214/aos/1176346079 |
Reference:
|
[8] Lehmann, E. L.: Some concepts of dependence..Ann. Math. Stat., 37 (1966), 1137-1153. Zbl 0146.40601, MR 0202228, 10.1214/aoms/1177699260 |
Reference:
|
[9] Liang, H., Chen, Z., Su, C.: Convergence of Jamison-type weighted sums of pairwise negatively quadrant dependent random variables..Acta Math. Appl. Sin. Engl. Ser. 18 (2002), 161-168. MR 2010903, 10.1007/s102550200014 |
Reference:
|
[10] Li, R., Yang, W.: Strong convergence of pairwise NQD random sequences..J. Math. Anal. Appl. 344 (2008), 741-747. MR 2426304, 10.1016/j.jmaa.2008.02.053 |
Reference:
|
[11] Matula, P.: A note on the almost sure convergence of sums of negatively dependent random variables..Statist. Probab. Lett. 15 (1992), 209-213. Zbl 0925.60024, MR 1190256, 10.1016/0167-7152(92)90191-7 |
Reference:
|
[12] Meng, Y., Lin, Z.: On the weak laws of large numbers for arrays of random variables..Statist. Probab. Lett. 79 (2009), 2405-2414. MR 2556321, 10.1016/j.spl.2009.08.014 |
Reference:
|
[13] Nelsen, R. B.: An introduction to Copulas. Second edition..Springer, New York 2006. MR 2197664, 10.1007/0-387-28678-0 |
Reference:
|
[14] Newman, C. M.: Asymptotic independence and limit theorems for positively and negatively dependent random variables..In: Inequalities in Statistics and Probability (Y. L. Tong, ed.), IMS Lecture Notes Monogr. Ser. 5, 1984, pp. 127-140. MR 0789244, 10.1214/lnms/1215465639 |
Reference:
|
[15] Sung, H. S.: Convergence in $r$-mean of weighted sums of NQD random variables..Appl. Math. Lett. 26 (2013), 18-24. MR 2971393, 10.1016/j.aml.2011.12.030 |
Reference:
|
[16] Sung, H. S., Lisawadi, S., Volodin, A.: Weak laws of large numbers for arrays under a condition of uniform integrability..J. Korean Math. Soc. 45 (2008), 289-300. MR 2375136, 10.4134/jkms.2008.45.1.289 |
Reference:
|
[17] Wu, Y., Rosalsky, A.: Strong convergence for $m$-pairwise negatively quadrant dependent random variables..Glasnik Matematicki 50 (2015), 245-259. MR 3361275, 10.3336/gm.50.1.15 |
Reference:
|
[18] Wu, Q.: Convergence properties of pairwise NQD random sequences..Acta Math. Sin. Engl. Ser. 45 (2002), 617-624 (in Chinese). MR 1915127 |
Reference:
|
[19] Wu, Y., Guan, M.: Mean convergence theorems and weak laws of large numbers for weighted sums of dependent random variables..J. Math. Anal. Appl. 377 (2011), 613-623. MR 2769161, 10.1016/j.jmaa.2010.11.042 |
Reference:
|
[20] Wu, Q., Jiang, Y.: The strong law of large numbers for pairwise NQD random variables..J. Syst. Sci. Complex. 24 (2011), 347-357. MR 2802568, 10.1007/s11424-011-8086-4 |
Reference:
|
[21] Wu, Y., Wang, D.: Convergence properties for arrays of rowwise pairwise negatively quadrant dependent random variables..Appl. Math., Praha 57 (2012), 463-476. MR 2984614, 10.1007/s10492-012-0027-6 |
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