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Izvestiya Vysshikh Uchebnykh Zavedenii. Matematika, 2015, Number 12, Pages 66–83
(Mi ivm9063)
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This article is cited in 4 scientific papers (total in 4 papers)
On tail dependence for Grubbs' copula-function
L. K. Shiryaeva Chair of Mathematical Statistics and Econometrics, Samara State Economic University, 141 Sovetskoi Armii str., Samara, 443090 Russia
Abstract:
We consider Grubbs' statistics for a normal sample. Those statistics are the standardized maximum and standardized minimum. We investigate the distribution properties of Grubbs' statistics and construct a new copula-function by an inversion method from the joint distribution of Grubbs' statistics. We also describe properties of the constructed Grubbs' copula-function. It is proved that this copula is symmetric. We give examples of plots of the simulated values from Grubbs' copula. It is found that Grubbs' copula-function allows to describe negative dependencies between random variables. It is proved that for Grubbs' copula-function coefficients of the upper-left and lower-right tail dependencies are equal each other. We find the formula for calculation of these coefficients and execute model calculations of tail dependencies coefficients for Grubbs' copula.
Keywords:
copula-function, tail dependence, upper-left and lower-right tail dependencies coefficients, symmetric copula, joint distribution function of standardized maximum and minimum, normal distribution.
Received: 30.05.2014
Citation:
L. K. Shiryaeva, “On tail dependence for Grubbs' copula-function”, Izv. Vyssh. Uchebn. Zaved. Mat., 2015, no. 12, 66–83; Russian Math. (Iz. VUZ), 59:12 (2015), 56–72
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https://www.mathnet.ru/eng/ivm9063 https://www.mathnet.ru/eng/ivm/y2015/i12/p66
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Abstract page: | 403 | Full-text PDF : | 95 | References: | 60 | First page: | 5 |
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