Local asymptotic normality for shape and periodicity in the drift of a time inhomogeneous diffusion |
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Authors: | Simon Holbach |
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Institution: | 1.Institut Für Mathematik,Johannes Gutenberg-Universit?t Mainz,Mainz,Germany |
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Abstract: | We consider a one-dimensional diffusion whose drift contains a deterministic periodic signal with unknown periodicity T and carrying some unknown d-dimensional shape parameter \(\vartheta \). We prove local asymptotic normality (LAN) jointly in \(\vartheta \) and T for the statistical experiment arising from continuous observation of this diffusion. The local scale turns out to be \(n^{-1/2}\) for the shape parameter and \(n^{-3/2}\) for the periodicity which generalizes known results about LAN when either \(\vartheta \) or T is assumed to be known. |
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