Inferential Statisticshard
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Suppose we observe XPoisson(λ)X \sim \text{Poisson}(\lambda). If we use a hierarchical Bayesian model with the prior λGamma(α,β)\lambda \sim \text{Gamma}(\alpha, \beta), how does the posterior variance of λ\lambda compare to the prior variance?