Inferential Statisticshard
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In a Bayesian hierarchical model, suppose the parameter θ\theta follows a prior π(θ)Gamma(α,β)\pi(\theta) \sim \text{Gamma}(\alpha, \beta) and observed data XX follows XθPoisson(θ)X|\theta \sim \text{Poisson}(\theta). If the observed value is x=5x=5, what is the posterior distribution π(θx)\pi(\theta|x)?