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Conditions of Local Asymptotic Normality for Gaussian Stationary Processes
Authors:V N Solev  A Zerbet
Institution:(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 xphiv],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

$$\mathcal{D}_t (f,g) = \log \frac{{d\mathcal{P}_t (f)}}{{d\mathcal{P}_t (g)}}.$$
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:
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