IDEAS home Printed from https://ideas.repec.org/a/eee/stapro/v78y2008i4p367-375.html
   My bibliography  Save this article

An almost sure central limit theorem for products of sums under association

Author

Listed:
  • Li, Yun-Xia
  • Wang, Jian-Feng

Abstract

Let {Xn,n[greater-or-equal, slanted]1} be a strictly stationary positively or negatively associated sequence of positive random variables with and . Denote and [gamma]=[sigma]/[mu] the coefficient of variation. Under suitable conditions, we show thatwhere , F(·) is the distribution function of the random variable , and is a standard normal random variable. This extends the earlier work on independent, positive random variables (see Khurelbaatar and Rempala [2006. A note on the almost sure limit theorem for the product of partial sums. Appl. Math. Lett. 19, 191-196]).

Suggested Citation

  • Li, Yun-Xia & Wang, Jian-Feng, 2008. "An almost sure central limit theorem for products of sums under association," Statistics & Probability Letters, Elsevier, vol. 78(4), pages 367-375, March.
    • Handle: RePEc:eee:stapro:v:78:y:2008:i:4:p:367-375
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167-7152(07)00249-0
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Peligrad, Magda & Shao, Qi-Man, 1995. "A note on the almost sure central limit theorem for weakly dependent random variables," Statistics & Probability Letters, Elsevier, vol. 22(2), pages 131-136, February.
    2. Liu, Jingjun & Gan, Shixin & Chen, Pingyan, 1999. "The Hájeck-Rényi inequality for the NA random variables and its application," Statistics & Probability Letters, Elsevier, vol. 43(1), pages 99-105, May.
    3. Lu, Xuewen & Qi, Yongcheng, 2004. "A note on asymptotic distribution of products of sums," Statistics & Probability Letters, Elsevier, vol. 68(4), pages 407-413, July.
    4. Qi, Yongcheng, 2003. "Limit distributions for products of sums," Statistics & Probability Letters, Elsevier, vol. 62(1), pages 93-100, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ouafae Benrabah & Elias Ould Saïd & Abdelkader Tatachak, 2015. "A kernel mode estimate under random left truncation and time series model: asymptotic normality," Statistical Papers, Springer, vol. 56(3), pages 887-910, August.
    2. Kouritzin, Michael A. & Lê, Khoa & Sezer, Deniz, 2019. "Laws of large numbers for supercritical branching Gaussian processes," Stochastic Processes and their Applications, Elsevier, vol. 129(9), pages 3463-3498.
    3. Worms, J. & Worms, R., 2016. "A Lynden-Bell integral estimator for extremes of randomly truncated data," Statistics & Probability Letters, Elsevier, vol. 109(C), pages 106-117.
    4. Stéphane Girard & Gilles Claude Stupfler & Antoine Usseglio-Carleve, 2021. "Extreme Conditional Expectile Estimation in Heavy-Tailed Heteroscedastic Regression Models," Post-Print hal-03306230, HAL.
    5. Hong-Xia Xu & Zhen-Long Chen & Jiang-Feng Wang & Guo-Liang Fan, 2019. "Quantile regression and variable selection for partially linear model with randomly truncated data," Statistical Papers, Springer, vol. 60(4), pages 1137-1160, August.
    6. Laurent Gardes & Gilles Stupfler, 2015. "Estimating extreme quantiles under random truncation," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 24(2), pages 207-227, June.
    7. Hong-Xia Xu & Guo-Liang Fan & Zhen-Long Chen & Jiang-Feng Wang, 2018. "Weighted quantile regression and testing for varying-coefficient models with randomly truncated data," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 102(4), pages 565-588, October.
    8. Han-Ying Liang & Elias Ould Saïd, 2018. "A weighted estimator of conditional hazard rate with left-truncated and dependent data," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 70(1), pages 155-189, February.

    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. Rempala, Grzegorz & Wesolowski, Jacek, 2005. "Asymptotics for products of independent sums with an application to Wishart determinants," Statistics & Probability Letters, Elsevier, vol. 74(2), pages 129-138, September.
    2. Kosinski, Kamil M., 2009. "On the functional limits for sums of a function of partial sums," Statistics & Probability Letters, Elsevier, vol. 79(13), pages 1522-1527, July.
    3. Kosinski, Kamil, 2009. "Asymptotics for sums of a function of normalized independent sums," Statistics & Probability Letters, Elsevier, vol. 79(4), pages 415-419, February.
    4. Shuhe, Hu & Ming, Hu, 2006. "A general approach rate to the strong law of large numbers," Statistics & Probability Letters, Elsevier, vol. 76(8), pages 843-851, April.
    5. Gonchigdanzan, Khurelbaatar & Kosinski, Kamil M., 2009. "On the functional limits for partial sums under stable law," Statistics & Probability Letters, Elsevier, vol. 79(17), pages 1818-1822, September.
    6. Gonchigdanzan, Khurelbaatar, 2008. "An almost sure limit theorem for the product of partial sums with stable distribution," Statistics & Probability Letters, Elsevier, vol. 78(18), pages 3170-3175, 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. Boukhari, Fakhreddine, 2020. "The Marcinkiewics–Zygmund strong law of large numbers for dependent random variables," Statistics & Probability Letters, Elsevier, vol. 161(C).
    9. Miao, Yu & Wang, Rujun & Adler, Andre, 2016. "Limit theorems for order statistics from exponentials," Statistics & Probability Letters, Elsevier, vol. 110(C), pages 51-57.
    10. Yu Miao & Fangfang Zhao & Ke Wang & Yanping Chen, 2013. "Asymptotic normality and strong consistency of LS estimators in the EV regression model with NA errors," Statistical Papers, Springer, vol. 54(1), pages 193-206, February.
    11. Chen, Pingyan & Gan, Shixin, 2008. "On moments of the maximum of normed partial sums of [rho] -mixing random variables," Statistics & Probability Letters, Elsevier, vol. 78(10), pages 1215-1221, August.
    12. Xu, Feng & Wu, Qunying, 2017. "Almost sure central limit theorem for self-normalized partial sums of ρ−-mixing sequences," Statistics & Probability Letters, Elsevier, vol. 129(C), pages 17-27.
    13. Figueiredo, Annibal & Gleria, Iram & Matsushita, Raul & Da Silva, Sergio, 2004. "Lévy flights, autocorrelation, and slow convergence," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 337(3), pages 369-383.
    14. Sung, Soo Hak, 2008. "A note on the Hájek-Rényi inequality for associated random variables," Statistics & Probability Letters, Elsevier, vol. 78(7), pages 885-889, May.
    15. Lu, Xuewen & Qi, Yongcheng, 2004. "A note on asymptotic distribution of products of sums," Statistics & Probability Letters, Elsevier, vol. 68(4), pages 407-413, July.
    16. Yun-Xia Li & Jian-Feng Wang, 2007. "Asymptotic distribution for products of sums under dependence," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 66(1), pages 75-87, July.
    17. Denker, Manfred & Zheng, Xiaofei, 2018. "On the local times of stationary processes with conditional local limit theorems," Stochastic Processes and their Applications, Elsevier, vol. 128(7), pages 2448-2462.
    18. Li, Jingyu & Zhang, Yong, 2021. "An almost sure central limit theorem for the stochastic heat equation," Statistics & Probability Letters, Elsevier, vol. 177(C).
    19. Dudzinski, Marcin, 2003. "A note on the almost sure central limit theorem for some dependent random variables," Statistics & Probability Letters, Elsevier, vol. 61(1), pages 31-40, January.
    20. Rychlik, Zdzislaw & Szuster, Konrad S., 2003. "On strong versions of the central limit theorem," Statistics & Probability Letters, Elsevier, vol. 61(4), pages 347-357, February.

    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:eee:stapro:v:78:y:2008:i:4:p:367-375. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/622892/description#description .

    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.