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what happens if the new x value (or value we try to predict) is not within...

what happens if the new x value (or value we try to predict) is not within the range or lies too far from the data thatvwas used to build the regression model
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Answer #1

Regression predictions are valid only for the range of data used to estimate the model. The relationship between the independent variables and the dependent variable can change outside of that range. In other words, we don’t know whether the shape of the curve changes. If it does, our predictions will be invalid.

We should not make predictions outside of this range.

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