A confidence band is the lines on a probability plot or fitted line plot that depict the upper and lower confidence bounds for all points on a fitted line within the range of data. On a fitted line plot, the confidence interval for the mean response of a specified predictor value are the points on the confidence bands directly above and below the predictor value. On a probability plot, the confidence bands depict the region in which your data points should fall if they fit the specified distribution.