Limit theorems for time-dependent averages of nonlinear stochastic heat equations
Probability
2020-12-14 v2
Abstract
We study limit theorems for time-dependent averages of the form , as , where and is the solution to a stochastic heat equation on driven by space-time white noise with for all . We show that for (i) the weak law of large numbers holds when , (ii) the strong law of large numbers holds when , (iii) the central limit theorem holds when , but fails when , (iv) the quantitative central limit theorem holds when , where 's are positive constants depending on the moment Lyapunov exponents of .
Keywords
Cite
@article{arxiv.2009.09658,
title = {Limit theorems for time-dependent averages of nonlinear stochastic heat equations},
author = {Kunwoo Kim and Jaeyun Yi},
journal= {arXiv preprint arXiv:2009.09658},
year = {2020}
}
Comments
25 pages