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Let T1, T2, . . . , Tn be i.i.d. observations, each drawn from a common normal distribution with mean zero. With probability 1/2 this
- Let T1, T2, . . . , Tn be i.i.d. observations, each drawn from a common normal distribution with mean zero. With probability 1/2 this normal distribution has variance 1, and with probability 1/2 it has variance 4. Based on the observed values t1, t2, . . . , tn, we use the MAP rule to decide whether the normal distribution from which they were drawn has variance 1 or variance 4. The MAP rule decides that the underlying normal distribution has variance 1 if and only if:
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