Limit theorem for independence transformations copulas of Student's t-distribution
Vestnik Samarskogo universiteta. Estestvennonaučnaâ seriâ, no. 8 (2011), pp. 69-85
Cet article a éte moissonné depuis la source Math-Net.Ru

Voir la notice de l'article

In the paper we study copulas obtained as a result of independence transformation of random vectors with Student's t-distribution. For the triangular scheme of dependent r.v. connected by such IT-copulas central limit theorem is proved. In addition, it is shown that two-dimensional IT-copula of Cauchy distribution is not associated.
Keywords: copulas, independence transformations, limit theorems.
@article{VSGU_2011_8_a7,
     author = {E. A. Savinov},
     title = {Limit theorem for independence transformations copulas of {Student's} t-distribution},
     journal = {Vestnik Samarskogo universiteta. Estestvennonau\v{c}na\^a seri\^a},
     pages = {69--85},
     year = {2011},
     number = {8},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/VSGU_2011_8_a7/}
}
TY  - JOUR
AU  - E. A. Savinov
TI  - Limit theorem for independence transformations copulas of Student's t-distribution
JO  - Vestnik Samarskogo universiteta. Estestvennonaučnaâ seriâ
PY  - 2011
SP  - 69
EP  - 85
IS  - 8
UR  - http://geodesic.mathdoc.fr/item/VSGU_2011_8_a7/
LA  - ru
ID  - VSGU_2011_8_a7
ER  - 
%0 Journal Article
%A E. A. Savinov
%T Limit theorem for independence transformations copulas of Student's t-distribution
%J Vestnik Samarskogo universiteta. Estestvennonaučnaâ seriâ
%D 2011
%P 69-85
%N 8
%U http://geodesic.mathdoc.fr/item/VSGU_2011_8_a7/
%G ru
%F VSGU_2011_8_a7
E. A. Savinov. Limit theorem for independence transformations copulas of Student's t-distribution. Vestnik Samarskogo universiteta. Estestvennonaučnaâ seriâ, no. 8 (2011), pp. 69-85. http://geodesic.mathdoc.fr/item/VSGU_2011_8_a7/

[1] Sklar A., “Fonctions de repartition a $n$ dimensions et leurs marges”, Publ. Inst. Statist. Univ. Paris, 8 (1959), 229–231 | MR

[2] Nelsen R., An Introduction to Copulas, Second Edition, Springer, New York, 2006 | MR | Zbl

[3] Fisher N. I.: S. Kotz, C. B. Read, Encyclopedia of Statistical Sciences, v. 1, Update, ed. D. L. Banks, Wiley, New York, 1997, 159–163 | MR

[4] Schweizer B., Wolff E. F., “On nonparametric measures of dependence fo random variables”, Ann. Statist., 1981, no. 9, 879–885 | DOI | MR | Zbl

[5] Darsow W. F., Nguyen B., Olsen E. T., “Copulas and Markov processes”, Illinois J. Math., 36 (1992), 600–642 | MR | Zbl

[6] Rosenblatt M., “Remarks on multivariate transformation”, Ann. Math. Stat., 23 (1952), 470–472 | DOI | MR | Zbl

[7] Shatskikh S. Ya., “Ob odnom variante preobrazovaniya nezavisimosti”, Teoriya veroyatn. i ee primen., 37:4 (1992), 815–816

[8] Shatskikh S. Ya., “Usilennyi zakon bolshikh chisel dlya skhemy serii uslovnykh raspredelenii ellipticheski konturirovannykh mer”, Teoriya veroyatn. i ee primen., 50:2 (2005), 291–312 | MR

[9] Shatskikh S. Ya., “Ustoichivye ellipticheski konturirovannye mery v gilbertovom prostranstve: asimptoticheskie svoistva uslovnykh raspredelenii”, Izv. RAEN. Seriya MMMIU, 3:3 (1999), 43–81 | Zbl

[10] Goryachkin O. V., Metody slepoi obrabotki signalov i ikh prilozheniya v sistemakh radiotekhniki i svyazi, Radio i svyaz, M., 2003, 229 pp.

[11] Goryachkin O. V., Shatskikh S. Ya., “Metod analiza nezavisimykh komponent na osnove preobrazovaniya nezavisimosti”, Doklady RAN, 398:4 (2004) | MR | Zbl

[12] Knutova E. M., Shatskikh S. Ya., “Asimptoticheskie svoistva uslovnykh kvantilei dlya odnogo klassa simmetricheskikh raspredelenii”, Teoriya veroyatn. i ee primen., 51:2 (2006), 374–382 | MR

[13] Savinov E. A., Shatskikh S. Ya., “Tsentralnaya predelnaya teorema dlya sluchainykh velichin, porozhdennykh uslovnymi raspredeleniyami $\sigma$-additivnoi mery Koshi”, Vestnik SamGU, 2005, no. 6(40), 51–59 | MR

[14] Savinov E. A., Shatskikh S. Ya., “Tsentralnaya predelnaya teorema dlya sluchainykh velichin, porozhdennykh uslovnymi raspredeleniyami proektsii ustoichivoi mery na gilbertovom prostranstve”, Vestnik SamGU, 2007, no. 9/1, 121–127 | MR | Zbl

[15] Savinov E. A., “Asimptoticheskie svoistva konechnomernykh uslovnykh raspredelenii sfericheski-simmetrichnykh mer na lokalno vypuklom prostranstve”, Izvestiya vuzov. Ser. Matematika, 2005, no. 3, 71–78 | MR | Zbl

[16] Dedecker J., Doukhan P. et al., Weak Dependence: With Examples and Applications, Lecture Notes in Statistics, 190, 2007, 318 pp. | MR | Zbl

[17] Bulinskii A. V., Vronskii M. A., “Statisticheskii variant tsentralnoi predelnoi teoremy dlya assotsiirovannykh sluchainykh polei”, Fundamentalnaya i prikladnaya matematika, 2:4 (1996), 999–1018 | MR

[18] Prokhorov A. V., Ushakov V. G., Ushakov N. G., Zadachi po teorii veroyatnostei: Osnovnye ponyatiya. Predelnye teoremy. Sluchainye protsessy, Nauka, M., 1986, 328 pp.

[19] Shatskih S. Ya., “Asymptotic properties of conditional quantiles of the Cauchy distribution on Hilbert space”, Journal of Math. Sciences, 93:4 (1999), 574–581 | DOI | MR

[20] Yu. V. Prokhorov(gl. red.), Veroyatnost i matematicheskaya statistika: entsiklopediya, Bolshaya Rossiiskaya entsiklopediya, M., 1999, 910 pp. | MR