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Techniques for analyzing the relationship between one (or more) "dependent" variables and "independent" variables.
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Calculating Prediction Interval
Your predict.lm code is calculating confidence intervals for the fitted values. Your hand calculation is calculating prediction intervals for new data. If you want to get the same result from predict. …