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Small dispersion asymptotics for an SPDE in two space dimensions using triple increments

Authors :
Tonaki, Yozo
Kaino, Yusuke
Uchida, Masayuki
Publication Year :
2024

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.

Subjects

Subjects :
Mathematics - Statistics Theory

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2408.02224
Document Type :
Working Paper