Bayesian Inference and MLE

• In our example, MLE and Bayesian prediction differ

But…

If prior is well-behaved

• Does not assign 0 density to any “feasible” parameter value

Then: both MLE and Bayesian prediction converge to the same value

• Both converge to the “true” underlying distribution (almost surely)

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