Question: Suppose that you are fitting a simple linear regression model that will be used to predict the mean response at a particular point such as

Suppose that you are fitting a simple linear regression model that will be used to predict the mean response at a particular point such as $x_{0}$. How should the data collection experiment be designed so that a minimumvariance estimate of the mean of $y$ at $x_{0}$ is obtained?

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