首页 | 本学科首页   官方微博 | 高级检索  
     


Conditions of Local Asymptotic Normality for Gaussian Stationary Processes
Authors:V. N. Solev  A. Zerbet
Affiliation:(1) St.Petersburg Department of the, Steklov Mathematical Institute, Russia;(2) Bordeaux-2, France
Abstract:Let {bold x}[cdot] be a stationary Gaussian process with zero mean and spectral density f, let 
$$mathcal{F}$$
be the sgr-algebra induced by the random variables {bold x}[phiv], phiv isin D(R1), and let 
$$mathcal{F}$$
t, t > 0, be the sgr-algebra induced by the random variables x[phiv],supp phiv isin [-t,t]. Denote by 
$$mathcal{P}$$
(f) the Gaussian measure on 
$$mathcal{F}$$
generated by {bold x}. Let 
$$mathcal{P}$$
t(f) be the restriction of 
$$mathcal{P}$$
(f) to 
$$mathcal{F}$$
t. Let f and g be nonnegative functions such that the measures 
$$mathcal{P}$$
t(f) and 
$$mathcal{P}$$
t(g) are absolutely continuous. Put

$$mathcal{D}_t (f,g) = log frac{{dmathcal{P}_t (f)}}{{dmathcal{P}_t (g)}}.$$
For a fixed g(u) and for f(u)= ft(u) close to g(u) in some sense, the asymptotic normality of 
$$mathcal{D}$$
t(f,g) is proved under some regularity conditions. Bibliography: 14 titles.
Keywords:
本文献已被 SpringerLink 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号