Bayesian inference on change point problems

Change point problems are referred to detect heterogeneity in temporal or spatial data. They have applications in many areas like DNA sequences, financial time series, signal processing, etc. A large number of techniques have been proposed to tackle the problems. One of the most difficult issues...

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Bibliographic Details
Main Author: Xuan, Xiang
Language:English
Published: University of British Columbia 2011
Online Access:http://hdl.handle.net/2429/31707