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The convergence of moments in the central limit theorem for -mixing sequences of random variables
Author:
Magda Peligrad
Journal:
Proc. Amer. Math. Soc. 101 (1987), 142-148
MSC:
Primary 60F05
MathSciNet review:
897086
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Abstract: In this paper we establish maximal inequalities for -mixing sequences and, as a consequence, we obtain the convergence of the expected value of functions of partial sums to the corresponding ones of the normal distribution.
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- [1]
- N. H. Bingham and C. M. Goldie, Extensions of regular variation. I, II, Proc. London Math. Soc. 44 (1982), 473-496, 497-534.
- [2]
- S. Bernstein, Quelques remarques sur le théorème limit Liapounoff, C.R. Dokl. Akad. Nauk SSSR 24 (1939), 3-8.
- [3]
- R. Bradley, The central limit question under
-mixing, Rocky Mountain J. Math. 17 (1987), 95-114. MR 882890 (88i:60038)
- [4]
- R. Bradley and W. Bryc, Multilinear forms and measures of dependence between ramdom variables, J. Multivariate Anal. 16 (1985), 335-367. MR 793497 (86j:60005)
- [5]
- P. Billingsley, Convergence of probability measures, Wiley, New York, 1968. MR 0233396 (38:1718)
- [6]
- J. Gustavsson and J. Peetre, Interpolation of Orlicz spaces, Studia Math. 60 (1977), 33-59. MR 0438102 (55:11021)
- [7]
- P. Hall, The convergence of moments in the martingale central limit theorem, Z. Wahrsch. Verw. Gebiete 4 (1978), 253-260. MR 0517474 (58:24474)
- [8]
- J. Hoffman-Jørgensen, Sums of independent Banach space valued random variables, Studia Math. 52 (1974), 159-186. MR 0356155 (50:8626)
- [9]
- I. A. Ibragimov, A note on the central limit theorem for dependent random variables, Theory Probab. Appl. 20 (1975), 135-140. MR 0362448 (50:14889)
- [10]
- I. A. Ibragimov and Yu. V. Linnik, Independent and stationary sequences of random variables, Walters-Noordhoff, Groningen, 1971. MR 0322926 (48:1287)
- [11]
- M. Iosifescu and R. Theodorescu, Random processes and learning, Springer-Verlag, New York, 1969. MR 0293704 (45:2781)
- [12]
- H. Oodaira and K. Yoshihara, The law of the iterated logarithm for stationary processes satisfying mixing conditions, Kodai Math. Sem. Rep. 23 (1971), 311-334. MR 0307311 (46:6431)
- [13]
- M. Peligrad, Invariance principles for mixing sequences of random variables, Ann. Probab. 10 (1982), 968-981. MR 672297 (84c:60054)
- [14]
- -, An invariance principle for
-mixing sequences, Ann. Probab. 13 (1985), 1304-1313. MR 806227 (87b:60056)
- [15]
- -, Invariance principles under week dependence, J. Multivariate Anal. 19 (1986), 299-310. MR 853060 (87m:60077)
- [16]
- R. Yokoyoma, Moment bounds for stationary mixing sequences, Z. Wahrsch. Verw. Gebiete 52 (1980), 45-57. MR 568258 (81i:60026)
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Additional Information
DOI:
http://dx.doi.org/10.1090/S0002-9939-1987-0897086-0
PII:
S 0002-9939(1987)0897086-0
Keywords:
Maximal coefficient of correlation,
-mixing sequences,
maximal inequalities,
central limit theorem,
convergence of moments
Article copyright:
© Copyright 1987 American Mathematical Society
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