On-line inference for multiple changepoint problems

We propose an on-line algorithm for exact filtering of multiple changepoint problems. This algorithm enables simulation from the true joint posterior distribution of the number and position of the changepoints for a class of changepoint models. The computational cost of this exact algorithm is quadr...

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Bibliographic Details
Main Authors: Fearnhead, P, Liu, Z
Format: Journal article
Language:English
Published: 2007

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