Question: Please help me to briefly explain the difference between predicting the mean response and predicting the response of a new case. If confidence intervals are

Please help me to briefly explain the difference between "predicting the mean response" and "predicting the response of a new case." If confidence intervals are computed for both type of predictions at the same x-values at the same confidence level, which interval is wider? Why?

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