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3155统计中等derivationmedium

Posterior Mean After Four Noisy Signals

题目

A latent mean θ\theta has prior N(10,25)N(10,25). Observations arrive one by one with known noise variance σ2=4\sigma^2=4 and realized values [12, 11, 8, 9]. After processing the full stream sequentially, what are the final posterior mean and variance?

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posterior mean

posterior variance