Does additional data always reduce posterior variance?

· John Cook · July 4, 2026, 3:22 a.m.
Math Bayesian data analysis bayesian-statistics Posterior variance Confidence interval
Summary
This blog post discusses whether additional data always reduces the confidence interval size from a Bayesian perspective. It emphasizes that while new information typically reduces uncertainty in estimations, there are nuances to consider.
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