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stat.CO2013★ 3 cited
Semi-automatic selection of summary statistics for ABC model choice
Dennis Prangle, Paul Fearnhead, Murray P. Cox +2
A central statistical goal is to choose between alternative explanatory models of data. In many modern applications, such as population genetics, it is not possible to apply standa…
stat.CO2009
Efficient Bayesian analysis of multiple changepoint models with dependence across segments
Paul Fearnhead, Zhen Liu
We consider Bayesian analysis of a class of multiple changepoint models. While there are a variety of efficient ways to analyse these models if the parameters associated with each…