On Central Limit Theorems for Power Variations of the Solution to the Stochastic Heat Equation

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Abstract

We consider the stochastic heat equation whose solution is observed discretely in space and time. An asymptotic analysis of power variations is presented including the proof of a central limit theorem. It generalizes the theory from Bibinger and Trabs (Volatility estimation for stochstic PDEs using high-frequency observations, 2017) [2] in several directions.

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Bibinger, M., & Trabs, M. (2019). On Central Limit Theorems for Power Variations of the Solution to the Stochastic Heat Equation. In Springer Proceedings in Mathematics and Statistics (Vol. 294, pp. 69–84). Springer. https://doi.org/10.1007/978-3-030-28665-1_5

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