Limit Theorems for Conservative Flows on Multiple Stochastic Integrals

Journal of Theoretical Probability(2021)

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摘要
We consider a stationary sequence (X_n) constructed by a multiple stochastic integral and an infinite-measure conservative dynamical system. The random measure defining the multiple integral is non-Gaussian and infinitely divisible and has a finite variance. Some additional assumptions on the dynamical system give rise to a parameter β∈ (0,1) quantifying the conservativity of the system. This parameter β together with the order of the integral determines the decay rate of the covariance of (X_n) . The goal of the paper is to establish limit theorems for the partial sum process of (X_n) . We obtain a central limit theorem with Brownian motion as limit when the covariance decays fast enough, as well as a non-central limit theorem with fractional Brownian motion or Rosenblatt process as limit when the covariance decays slowly enough.
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关键词
Limit theorem, Long-range dependence, Infinite ergodic theory, Multiple stochastic integral, 60F17
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