You don't understand what a p-value is. > a P < 0.05 means that there is less than a 5% chance that the null hypothesis is true. In other words, P(H0 | X) whe

You don't understand what a p-value is. > a P < 0.05 means that there is less than a 5% chance that the null hypothesis is true. In other words, P(H0 | X) where H0 is the null hypothesis being true and X is the data observed. But that is not what a p-value is, they actually represent P(X | H0).