Full Bayes and interval width

Topic: Hierarchical Bayes · more questions on this topic
‹ Sample from a grid Q23 ›

Use the law of total variance to explain why integrating over uncertainty in (\alpha,\beta) generally gives wider marginal intervals for \theta_j than plugging in a single estimate. Identify the variance term omitted by the plug-in analysis.

This exercise has no worked answer.