Detecting Change Points in Time Series Using the Bayesian approach with Perfect Simulation

Many regression problems can be modelled as independent linear regressions on disjoint segments. The problem of interest is to find the number and location of the changepoints where the segments end, and to find the model order inside each segment. A new approach presented in Fearnhead (2005, 2006)...

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Bibliographic Details
Main Author: Richens, Andrew Stephen
Language:en
Published: University of Canterbury. Mathematics and Statistics 2008
Online Access:http://hdl.handle.net/10092/1808