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Gaussian No-Intercept Regression as an MLE Problem

题目

Suppose observations satisfy Yi=βXi+εi,εiiidN(0,σ2),Y_i = \beta X_i + \varepsilon_i, \qquad \varepsilon_i\stackrel{iid}{\sim}N(0,\sigma^2), with no intercept and known Gaussian errors. You are told that XiYi=48,Xi2=16.\sum X_iY_i = 48, \qquad \sum X_i^2 = 16. Find the MLE of β\beta.

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