Figure 3

Asymptotic p -value upper bounds converge on the LSA density. Notice that the p-value upper bound (red) converges in the tail to the approximate LSA density (blue), an attractive quality. As the number of time steps (n) increase, both the density and the p-value upper bound push up against zero. This is similar to the asymptotic behaviour of PCC.