This is repeated as many times as desired: for illustration, Figure 7.4 shows the fitted lines arising from just twenty resamples in order to demonstrate the scatter of lines. It is clear that, since the original data set is large, there is relatively little variability in the fitted lines and, when based on 1,000 bootstrap resamples, a 95% interval for the gradient runs from 0.22 to 0.44.
