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ml-recall

#conjugate-prior

2 questions from Statistics & Estimation, Probabilistic & Graphical Models

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2 questions · 2 min · score and explanations at the end

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Question 1: Short answer

mediumAI-checkedStatistics & Estimation

Data x1,…,x4x_1, \ldots, x_4 are iid N(μ,σ2)\mathcal{N}(\mu, \sigma^2) with known σ2=4\sigma^2 = 4, and their sample mean is xˉ=2\bar x = 2. The prior on the mean is μ∼N(0,1)\mu \sim \mathcal{N}(0, 1). What is the posterior mean E[μ∣x1:4]\mathbb{E}[\mu \mid x_{1:4}]?

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