The uncertainty of changepoints in time series

Analysis concerning time series exhibiting changepoints have predominantly focused on detection and estimation. However, changepoint estimates such as their number and location are subject to uncertainty which is often not captured explicitly, or requires sampling long latent vectors in existing met...

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Bibliographic Details
Main Author: Nam, Christopher F. H.
Published: University of Warwick 2013
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.582427