Confidence and Prediction Intervals

This chapter introduces the concept of a statistical interval. The principal types of statistical intervals are confidence intervals and prediction intervals. Instead of using a single number (a point estimate) to estimate quantities like the mean, a statistical interval includes the point estimate and an interval around it (an interval estimate) quantifying the errors involved in the estimate.