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arxiv: 1706.06354 · v2 · pith:PBA4FJGFnew · submitted 2017-06-20 · 🧮 math.ST · math.FA· stat.AP· stat.OT· stat.TH

Consistency of the plug-in functional predictor of the Ornstein-Uhlenbeck process in Hilbert and Banach spaces

classification 🧮 math.ST math.FAstat.APstat.OTstat.TH
keywords consistencyframeworksfunctionalornstein-uhlenbeckplug-inpredictorprocessassociated
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New results on functional prediction of the Ornstein-Uhlenbeck process in an autoregressive Hilbert-valued and Banach-valued frameworks are derived. Specifically, consistency of the maximum likelihood estimator of the autocorrelation operator, and of the associated plug-in predictor is obtained in both frameworks.

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