Figure 6.9: FIGURE 6.9 The P-value, Example 6.12. The P-value is the probability (when H0 is true) that takes a value as extreme or more extreme than the actual observed value, z = 1.20. Because the alternative hypothesis is two-sided, we use both tails of the distribution.