Central limit theorem for certain classes of dependent random variables
Teoriâ veroâtnostej i ee primeneniâ, Tome 51 (2006) no. 2, pp. 418-425 Cet article a éte moissonné depuis la source Math-Net.Ru

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Our main interest in this article is the central limit theorem (CLT) for dependent classes of random variables. We computed the exact difference between the characteristic function of the sum of dependent random variables and the characteristic function of the sum of independent random variables of the same distributions. The obtained difference serves for defining the class of dependent random variables such that usual convergence in distribution to the normally distributed random variable holds. The dependency structure, as defined in our class of random variables, can be reflected in some physical phenomena.
Keywords: central limit theorem, dependent random variables.
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M. Kaminski. Central limit theorem for certain classes of dependent random variables. Teoriâ veroâtnostej i ee primeneniâ, Tome 51 (2006) no. 2, pp. 418-425. http://geodesic.mathdoc.fr/item/TVP_2006_51_2_a12/

[1] Bernstein S., “Sur l'extension du théorème limite du calcul des probabilités aux sommes de quantités dépendantes”, Math. Ann., 97 (1926), 1–59 ; Bernshtein S. N., “Rasprostranenie predelnoi teoremy teorii veroyatnostei na summy zavisimykh velichin”, Uspekhi matem. nauk, 1944, no. 10, 65–114 | DOI | Zbl

[2] Billingsley P., Probability and Measure, Wiley, New York, 1986, 622 pp. | MR | Zbl

[3] Kuelbs J., Philipp W., “Almost sure invariance principles for sums of mixing $B$-valued random variables”, Ann. Probab., 8:6 (1980), 1003–1036 | DOI | MR | Zbl

[4] Rosenblatt M., “A central limit theorem and a strong mixing condition”, Proc. Natl. Acad. Sci. USA, 42 (1956), 43–47 | DOI | MR | Zbl

[5] Etemadi N., Kaminski M., “Strong law of large numbers for 2-exchangeable random variables”, Statist. Probab. Lett., 28:3 (1996), 245–250 | DOI | MR | Zbl