[wolfgke]

With statistics I can definitely prove that something holds with a confidence, of, say 0,95, under the model assumptions [...].

[eli_gottlieb]

If you mistake the p-value on a frequentist hypothesis test for a Bayesian posterior probability, you've already messed up.