Limit theorems for Toeplitz quadratic functionals of continuous-time stationary processes

被引:20
|
作者
Ginovyan, M. S.
Sahakyan, A. A.
机构
[1] Boston Univ, Dept Math & Stat, Boston, MA 02215 USA
[2] Armenian Natl Acad Sci, Inst Math, Yerevan 375019, Armenia
关键词
stationary Gaussian process; spectral density; Toeplitz type quadratic functional; central limit theorems;
D O I
10.1007/s00440-006-0037-y
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Let X(t), t is an element of R, be a centered real-valued stationary Gaussian process with spectral density f (lambda). The paper considers a question concerning asymptotic distribution of Toeplitz type quadratic functional Q(T) of the process X(t), generated by an integrable even function g(lambda). Sufficient conditions in terms of f (lambda) and g(lambda) ensuring central limit theorems for standard normalized quadratic functionals Q(T) are obtained, extending the results of Fox and Taqqu (Prob. Theory Relat. Fields 74: 213-240, 1987), Avram (Prob. Theory Relat. Fields 79:37-45, 1988), Giraitis and Surgailis (Prob. Theory Relat. Fields 86: 87-104, 1990), Ginovian and Sahakian (Theory Prob. Appl. 49:612-628, 2004) for discrete time processes.
引用
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页码:551 / 579
页数:29
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