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A Parameter Estimation Method Using Linear Response Statistics

Published in arXiv (Cornell University) • Dec 6, 2016
NobleIDNI7P91W13R89S21
Authors:
John Harlim
,
Xiantao Li
,
He Zhang

Abstract

This paper presents a new parameter estimation method for Itô diffusions such that the resulting model predicts the equilibrium statistics as well as the sensitivities of the underlying system to external disturbances. Our formulation does not require the knowledge of the underlying system, however ...

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