Abstract
Stein’s method is used to derive an error in normal approximation for sums of pairwise negative quadrant dependent random variables, but under the assumption of second moment only. This allows us to derive a central limit theorem for pairwise negative quadrant dependent random variables with Lindeberg’s condition.
Similar content being viewed by others
References
Baldi P, Rinott Y (1989) On normal approximation of distribution in terms of dependency graph. Ann Probab 17:1646–1650
Bulinski A, Suquet C (2001) Normal approximation for quasi-associated random fields. Stat Probab Lett 54:215–226
Chen LHY, Shao QM (2004) Normal approximation under local dependence. Ann Probab 32: 1985–2028
Chen LHY, Shao QM (2005) Stein’s method for normal approximation. In: Barbour AD, Chen LHY (eds) An introduction to Stein’s method. Lecture Notes Series, IMS, NUS, vol 4, pp 1–59
Goldstein L, Rinott Y (1996) Multivariate normal approximations by Stein’s method and size biased couplings. J Appl Probab 33:1–17
Lehmann EL (1966) Some concepts of dependence. Ann Math Stat 37:1137–1153
Matula P (1992) A note on the almost sure convergence of sums of negatively dependent random variables. Stat Probab Lett 15:209–213
Rinott Y, Rotar V (1996) A multivariate CLT for local dependence with n −1/2 log n rate and application to multivariate graph related statistics. J Multivar Anal 56:333–350
Rinott Y, Rotar V (2000) Normal approximations by Stein’s method. Decis Econ Finance 23:15–29
Stein C (1972) A bound for the error in the normal approximation to the distribution of a sum of dependent random variables. In: Proceedings of 6th Berkeley symposium on Math Stat Probab, University of California Press, Berkeley 2:583–602
Stein C (1986) Approximation computation of expectations. Lecture Notes, vol 7. Inst Math Statist Hayward
Wang YB, Su C, Liu XG (1998) On some limit properties for pairwise NQD sequences. Acta Math Appl Sin 21:404–414
Wu QY (2002) Convergence properties of pairwise NQD random sequences. Acta Math Sin 45: 617–624
Author information
Authors and Affiliations
Corresponding author
Additional information
Research supported by National Natural Science Foundation of China (no. 10471126).
Research supported by Science Foundation of Zhejiang Provincial Education(no. 20060122)
Rights and permissions
About this article
Cite this article
Li, YX., Wang, JF. An application of Stein’s method to limit theorems for pairwise negative quadrant dependent random variables. Metrika 67, 1–10 (2008). https://doi.org/10.1007/s00184-006-0118-z
Received:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00184-006-0118-z