Predictability on finite horizon for processes with exponential decrease of energy on higher frequencies

The paper presents sufficient conditions of predictability for continuous time processes in deterministic setting. We found that processes with exponential decay on energy for higher frequencies are predictable in some weak sense on some finite time horizon defined by the rate of decay. Moreover, th...

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Bibliographic Details
Main Author: Dokuchaev, Nikolai
Format: Journal Article
Published: Elsevier BV 2010
Subjects:
Online Access:http://hdl.handle.net/20.500.11937/9261
Description
Summary:The paper presents sufficient conditions of predictability for continuous time processes in deterministic setting. We found that processes with exponential decay on energy for higher frequencies are predictable in some weak sense on some finite time horizon defined by the rate of decay. Moreover, this predictability can be achieved uniformly over classes of processes. Some explicit formulas for predictors are suggested.