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Consider a regression problem in which, for each value x of a certain variable X, the random variable Y has the normal distribution with mean βx and variance σ2, where the values of β and σ2 are unknown. Suppose that n independent pairs of observations (xi, Yi) are obtained. Show that the M.L.E. of β is |
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