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arxiv: 1002.3911 · v2 · submitted 2010-02-20 · 🧮 math.PR · math.ST· stat.TH

Parameter estimations for SPDEs with multiplicative fractional noise

classification 🧮 math.PR math.STstat.TH
keywords estimatorsfractionalparameterdrivenmultiplicativenoisestochasticapplied
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We study parameter estimation problem for diagonalizable stochastic partial differential equations driven by a multiplicative fractional noise with any Hurst parameter $H\in(0,1)$. Two classes of estimators are investigated: traditional maximum likelihood type estimators, and a new class called closed-form exact estimators. Finally the general results are applied to stochastic heat equation driven by a fractional Brownian motion.

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