Question: Suppose that we use some statistical learning method to make a prediction for the response Y for a particular value of the predictor X .

Suppose that we use some statistical learning method to make a prediction for the response Y for a particular value of the predictor X. Carefully describe how we might estimate the standard deviation of our prediction.

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