Central limit theorem for an infinite lattice system of interacting diffusion processes (Q1107212)

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scientific article; zbMATH DE number 4064179
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Central limit theorem for an infinite lattice system of interacting diffusion processes
scientific article; zbMATH DE number 4064179

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    Central limit theorem for an infinite lattice system of interacting diffusion processes (English)
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    1988
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    The author considers the following stochastic differential equation: \[ dX\quad i_ t=b\quad i(X_ t)dt+dW\quad i_ t \] with \(0\leq t\leq 1\), \(i\in Z\) d, b i shiftinvariant, (W i) independent Wiener processes. Let F be a smooth functional on the path space. Then asymptotic normality of the standardized sum of shifts of F is shown provided the central limit theorem holds for the initial distribution. The main idea is to obtain an explicit expression for the integrand in the representation of F as a stochastic integral by generalizing the Haussmann formula to infinite dimensions. This makes it possible to check the condition of a standard central limit theorem for martingales. Moreover it is shown that an exponential decay of correlations for the initial distribution results in a similar decay for the distribution on the path space. Finally the stochastic differential equation of the fluctuation field is obtained.
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    infinite-dimensional stochastic differential equation
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    Haussmann formula
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    central limit theorem
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    fluctuation field
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