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Prediction intervals in the case of changing variance

I derive a point estimate given value $x_0$ using an estimated linear regression as follows: $$\hat{y_0} = x_0^T\hat{\beta}.$$ I know that a prediction interval for a given value $x_0$: $$\hat{y}_0\pm ...
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