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A. F. M. Smith, D. G. Cook, Straight Lines with a Change-Point: A Bayesian Analysis of Some Renal Transplant Data, Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 29, No. 2 (1980), pp. 180-189
Smith et al. (Tue,) studied this question.