Properties of spectral covariance for linear processes with infinite variance
被引:10
|
作者:
Damarackas, Julius
论文数: 0引用数: 0
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机构:
Vilnius State Univ, Fac Math & Informat, LT-03225 Vilnius, LithuaniaVilnius State Univ, Fac Math & Informat, LT-03225 Vilnius, Lithuania
Damarackas, Julius
[1
]
Paulauskas, Vygantas
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h-index: 0
机构:
Vilnius State Univ, Fac Math & Informat, LT-03225 Vilnius, Lithuania
Vilnius State Univ, Inst Math & Informat, LT-08663 Vilnius, LithuaniaVilnius State Univ, Fac Math & Informat, LT-03225 Vilnius, Lithuania
Paulauskas, Vygantas
[1
,2
]
机构:
[1] Vilnius State Univ, Fac Math & Informat, LT-03225 Vilnius, Lithuania
[2] Vilnius State Univ, Inst Math & Informat, LT-08663 Vilnius, Lithuania
stable random vectors;
measures of dependence;
random linear processes;
stochastic integrals;
STABLE DISTRIBUTIONS;
INNOVATIONS;
D O I:
10.1007/s10986-014-9242-z
中图分类号:
O1 [数学];
学科分类号:
0701 ;
070101 ;
摘要:
We consider a measure of dependence for symmetric alpha-stable random vectors, which was introduced by the second author in 1976. We demonstrate that this measure of dependence, which we suggest to call the spectral covariance, can be extended to random vectors in the domain of normal attraction of general stable vectors. We investigate the asymptotic of the spectral covariance function for linear stable (Ornstein-Uhlenbeck, log-fractional, linear-fractional) processes with infinite variance and show that, in comparison with the results on the properties of codifference of these processes, obtained two decades ago, the results for the spectral variance are obtained under more general conditions and calculations are simpler.
机构:
Vilnius Univ, Dept Math & Informat, Naugarduko 24, LT-03225 Vilnius, LithuaniaVilnius Univ, Dept Math & Informat, Naugarduko 24, LT-03225 Vilnius, Lithuania
Damarackas, Julius
Paulauskas, Vygantas
论文数: 0引用数: 0
h-index: 0
机构:
Vilnius Univ, Dept Math & Informat, Naugarduko 24, LT-03225 Vilnius, LithuaniaVilnius Univ, Dept Math & Informat, Naugarduko 24, LT-03225 Vilnius, Lithuania