Figures 6.2 and 6.3 provide an example of historical weekly data and some fitted distributions. To use some fat-tailed distribution types such as lognormal, the historical data are shifted to the right to be all positive, so that lognormal distribution and other fat-tailed distribution types can be used. The fitted data are then shifted back to the left.