IDEAS home Printed from https://ideas.repec.org/a/wly/jnlaaa/v2012y2012i1n425969.html

Equivalent Conditions of Complete Convergence for Weighted Sums of Sequences of Negatively Dependent Random Variables

Author

Listed:
  • Mingle Guo

Abstract

The complete convergence for weighted sums of sequences of negatively dependent random variables is investigated. By applying moment inequality and truncation methods, the equivalent conditions of complete convergence for weighted sums of sequences of negatively dependent random variables are established. These results not only extend the corresponding results obtained by Li et al. (1995), Gut (1993), and Liang (2000) to sequences of negatively dependent random variables, but also improve them.

Suggested Citation

  • Mingle Guo, 2012. "Equivalent Conditions of Complete Convergence for Weighted Sums of Sequences of Negatively Dependent Random Variables," Abstract and Applied Analysis, John Wiley & Sons, vol. 2012(1).
  • Handle: RePEc:wly:jnlaaa:v:2012:y:2012:i:1:n:425969
    DOI: 10.1155/2012/425969
    as

    Download full text from publisher

    File URL: https://doi.org/10.1155/2012/425969
    Download Restriction: no

    File URL: https://libkey.io/10.1155/2012/425969?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Liang, Han-Ying, 2000. "Complete convergence for weighted sums of negatively associated random variables," Statistics & Probability Letters, Elsevier, vol. 48(4), pages 317-325, July.
    2. R. L. Taylor & R. F. Patterson & A. Bozorgnia, 2001. "Weak laws of large numbers for arrays of rowwise negatively dependent random variables," International Journal of Stochastic Analysis, Hindawi, vol. 14, pages 1-10, January.
    3. M. Amini D. & A. Bozorgnia, 2003. "Complete convergence for negatively dependent random variables," International Journal of Stochastic Analysis, Hindawi, vol. 16, pages 1-6, January.
    4. Qunying Wu, 2011. "Complete Convergence for Weighted Sums of Sequences of Negatively Dependent Random Variables," Journal of Probability and Statistics, Hindawi, vol. 2011, pages 1-16, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Xuejun Wang & Meimei Ge & Shuhe Hu & Xize Wang, 2013. "The Strong Consistency of the Estimator of Fixed‐Design Regression Model under Negatively Dependent Sequences," Abstract and Applied Analysis, John Wiley & Sons, vol. 2013(1).
    2. Liang, Han-Ying & Fan, Guo-Liang, 2009. "Berry-Esseen type bounds of estimators in a semiparametric model with linear process errors," Journal of Multivariate Analysis, Elsevier, vol. 100(1), pages 1-15, January.
    3. T. K. Chandra & A. Goswami, 2006. "Cesàro α-Integrability and Laws of Large Numbers-II," Journal of Theoretical Probability, Springer, vol. 19(4), pages 789-816, December.
    4. Xuejun Wang & Yi Wu & Shuhe Hu & Nengxiang Ling, 2020. "Complete moment convergence for negatively orthant dependent random variables and its applications in statistical models," Statistical Papers, Springer, vol. 61(3), pages 1147-1180, June.
    5. Huang, Wen-Tao & Xu, Bing, 2002. "Some maximal inequalities and complete convergences of negatively associated random sequences," Statistics & Probability Letters, Elsevier, vol. 57(2), pages 183-191, April.
    6. Yun-xia, Li & Li-xin, Zhang, 2004. "Complete moment convergence of moving-average processes under dependence assumptions," Statistics & Probability Letters, Elsevier, vol. 70(3), pages 191-197, December.
    7. Wang, Jiang-Feng & Liang, Han-Ying, 2008. "A note on the almost sure central limit theorem for negatively associated fields," Statistics & Probability Letters, Elsevier, vol. 78(13), pages 1964-1970, September.
    8. Kim, Tae-Sung & Ko, Mi-Hwa, 2008. "Complete moment convergence of moving average processes under dependence assumptions," Statistics & Probability Letters, Elsevier, vol. 78(7), pages 839-846, May.
    9. Etemadi, N., 2007. "Stability of weighted averages of 2-exchangeable random variables," Statistics & Probability Letters, Elsevier, vol. 77(4), pages 389-395, February.
    10. Renyu Ye & Xinsheng Liu & Yuncai Yu, 2020. "Pointwise Optimality of Wavelet Density Estimation for Negatively Associated Biased Sample," Mathematics, MDPI, vol. 8(2), pages 1-12, February.
    11. Xuejun Wang & Chen Xu & Tien-Chung Hu & Andrei Volodin & Shuhe Hu, 2014. "On complete convergence for widely orthant-dependent random variables and its applications in nonparametric regression models," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 23(3), pages 607-629, September.
    12. Liang, Han-Ying & Jing, Bing-Yi, 2005. "Asymptotic properties for estimates of nonparametric regression models based on negatively associated sequences," Journal of Multivariate Analysis, Elsevier, vol. 95(2), pages 227-245, August.
    13. Lanzinger, H. & Stadtmüller, U., 2004. "Refined Baum-Katz laws for weighted sums of iid random variables," Statistics & Probability Letters, Elsevier, vol. 69(3), pages 357-368, September.
    14. Guo, Mingle & Zhu, Dongjin, 2013. "Equivalent conditions of complete moment convergence of weighted sums for ρ∗-mixing sequence of random variables," Statistics & Probability Letters, Elsevier, vol. 83(1), pages 13-20.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:jnlaaa:v:2012:y:2012:i:1:n:425969. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://onlinelibrary.wiley.com/journal/4058 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.