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3078统计中等derivationmedium

Dual Feed State Combination

题目

A latent scalar state has prior N(2,25)N(-2,25). Two conditionally independent sensors observe y1=1y_1=-1 with noise variance 1 and y2=2y_2=2 with noise variance 4. Compute the posterior mean and posterior variance after both observations.

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posterior mean

posterior variance