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Bayesian modelling has two major advantages which were relevant for our aim: 1. it allows us to compare all competing models within a single probabilistic framework; 2. Occam's razor [ 9] is automatically embodied for finding a trade-off between good fit to the data and model simplicity, that is, fewer change points.
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