Skip to main content
Log in

On the strong convergence for weighted sums of ρ *-mixing random variables

  • Regular Article
  • Published:
Statistical Papers Aims and scope Submit manuscript

Abstract

A complete convergence result is obtained for weighted sums of identically distributed ρ *-mixing random variables with E|X 1|α log(1 + |X 1|) < ∞ for some 0 < α ≤ 2. This result partially extends the result of Sung (Stat Papers 52: 447–454, 2011) for negatively associated random variables to ρ *-mixing random variables. It also settles the open problem posed by Zhou et al. (J Inequal Appl, 2011, doi:10.1155/2011/157816).

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • An J, Yuan D (2008) Complete convergence of weighted sums for ρ *-mixing sequence of random variables. Stat Probab Lett 78: 1466–1472

    Article  MathSciNet  MATH  Google Scholar 

  • Bradley RC (1992) On the spectral density and asymptotic normality of weakly dependent random fields. J Theor Probab 5: 355–373

    Article  MATH  Google Scholar 

  • Bryc W, Smolenski W (1993) Moment conditions for almost sure convergence of weakly correlated random variables. Proc Am Math Soc 119: 629–635

    Article  MathSciNet  MATH  Google Scholar 

  • Cai GH (2006) Strong law of large numbers for ρ *-mixing sequences with different distributions. Discret Dyn Nat Soc. doi:10.1155/DDNS/2006/27648

  • Erdös P (1949) On a theorem of Hsu and Robbins. Ann Math Stat 20: 286–291

    Article  MATH  Google Scholar 

  • Gan S (2004) Almost sure convergence for ρ̃-mixing random variable sequences. Stat Probab Lett 67: 289–298

    Article  MATH  Google Scholar 

  • Hsu PL, Robbins H (1947) Complete convergence and the law of large numbers. Proc Natl Acad Sci USA 33: 25–31

    Article  MathSciNet  MATH  Google Scholar 

  • Kuczmaszewska A (2007) On complete convergence for arrays of rowwise dependent random variables. Stat Probab Lett 77: 1050–1060

    Article  MathSciNet  MATH  Google Scholar 

  • Kuczmaszewska A (2008) On Chung-Teicher type strong law of large numbers for ρ *-mixing random variables. Discret Dyn Nat Soc. doi:10.1155/2008/140548

  • Li D, Rao B, Jiang T, Wang X (1995) Complete convergence and almost sure convergence of weighted sums of random variables. J Theor Probab 8: 49–76

    Article  MathSciNet  MATH  Google Scholar 

  • Liu J (2006) Asymptotic normality of LS estimate in simple linear EV regression model. Chin Ann Math 27(B): 675–682

    Article  MATH  Google Scholar 

  • Peligrad M, Gut A (1999) Almost-sure results for a class of dependent random variables. J Theor Probab 12:87–104

    Article  MathSciNet  MATH  Google Scholar 

  • Sung SH (2010) Complete convergence for weighted sums of ρ *-mixing random variables. Discret Dyn Nat Soc. doi:10.1155/2010/630608

  • Sung SH (2011) On the strong convergence for weighted sums of random variables. Stat Papers 52: 447–454

    Article  MATH  Google Scholar 

  • Utev S, Peligrad M (2003) Maximal inequalities and an invariance principle for a class of weakly dependent random variables. J Theor Probab 16: 101–115

    Article  MathSciNet  MATH  Google Scholar 

  • Wang X, Hu S, Yang W, Shen Y (2010) On complete convergence for weighted sums of φ-mixing random variables. J Ineq Appl. doi:10.1155/2010/372390

  • Wu Q, Jiang Y (2008) Some strong limit theorems for ρ̃-mixing sequences of random variables. Stat Probab Lett 78: 1017–1023

    Article  MathSciNet  MATH  Google Scholar 

  • Zhou XC, Tan CC, Lin JG (2011) On the strong laws for weighted sums of ρ *-mixing random variables. J Inequal Appl. doi:10.1155/2011/157816

  • Zhu MH (2007) Strong laws of large numbers for arrays of rowwise ρ *-mixing random variables. Discret Dyn Nat Soc. doi:10.1155/2007/74296

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Soo Hak Sung.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Sung, S.H. On the strong convergence for weighted sums of ρ *-mixing random variables. Stat Papers 54, 773–781 (2013). https://doi.org/10.1007/s00362-012-0461-2

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00362-012-0461-2

Keywords

Mathematics Subject Classification (2000)

Navigation