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It is shown that a certain weighted average of the prior distribution and the empirical distribution yields an estimate of the posterior distribution that is consistent with Bayes' theorem. A comparison of this approach and conventional parametric Bayesian estimation is made for some specific cases.
Systems, Man and Cybernetics, IEEE Transactions on (Volume:SMC-1 , Issue: 1 )
Date of Publication: Jan. 1971