Inference with regression.

Today we focused on statistical inference with regression. As in other scenarios, we can estimate parameters, make confidence intervals for parameters, and conduct tests concerning parameters. Another kind of prediction that is new however is prediction. A regression model can be used to predict the unknown value of a response variable. A confidence interval for this prediction is called a prediction interval.

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