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3152统计中等derivationmedium

Posterior Mean After Three Sequential Forecast Errors

题目

A latent mean θ\theta has prior N(5,9)N(5,9). Observations arrive one by one with known noise variance σ2=4\sigma^2=4 and realized values [6, 5, 3]. After processing the full stream sequentially, what are the final posterior mean and variance?

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Posterior Mean

Posterior Variance