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Bradley P. Carlin, Alan E. Gelfand, Adrian F. M. Smith, Hierarchical Bayesian Analysis of Changepoint Problems, Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 41, No. 2 (1992), pp. 389-405
Carlin et al. (1992) studied this question.
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