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Small dispersion asymptotics for an SPDE in two space dimensions using triple increments (2408.02224v1)
Published 5 Aug 2024 in math.ST and stat.TH
Abstract: We consider parametric estimation for a second order linear parabolic stochastic partial differential equation (SPDE) in two space dimensions driven by a $Q$-Wiener process with a small noise based on high frequency spatio-temporal data. We first provide estimators of the diffusive and advective parameters in the SPDE using temporal and spatial increments. We then construct an estimator of the reaction parameter in the SPDE based on an approximate coordinate process. We also give simulation results of the proposed estimators.