Efficient analysis of complex changepoint problems

Many time series experience abrupt changes in structure. Detecting where these changes in structure, or changepoints, occur is required for effective modelling of the data. In this thesis we explore the common approaches used for detecting changepoints. We focus in particular on techniques which can...

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Bibliographic Details
Main Author: Maidstone, Robert
Other Authors: Fearnhead, Paul ; Letchford, Adam
Published: Lancaster University 2016
Subjects:
Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.700843