Confidence Intervals and Prediction Intervals

Confidence intervals

One of the great things about the ggplot2 package is that we can use the qplot() function to easily plot a variety of smoothers—from simple linear regression slopes to more complex curves—together with their confidence intervals. For example, we can easily plot the linear regression with its 95% CI, as shown in the figure below: