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. 2016 Sep 11;66(1):e66–e82. doi: 10.1093/sysbio/syw077

Figure 9.

Figure 9.

Illustration of the linear regression adjustment (Beaumont et al. 2002). First, the regression model Inline graphic is learned and then, based on Inline graphic, the simulations are adjusted as if they were sampled from Inline graphic with Inline graphic. Note that the residuals Inline graphic are preserved. The change in the posterior densities after the adjustment is shown on the right. Here, the black (original) and green (adjusted) curves are the same as in Figure 10(b).