Steven M. Lewis, Adrian E. Raftery, Estimating Bayes Factors via Posterior Simulation With the Laplace-Metropolis Estimator, Journal of the American Statistical Association, Vol. 92, No. 438 (Jun., 1997), pp. 648-655
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Lewis et al. (1997) studied this question.