ABSTRACT
One fundamental principle of statistics is that we accept there is a chance we will come to the wrong conclusion. If we reject a null hypothesis with a P value of 0.05, then there is still the 5% possibility that we should not have rejected the hypothesis and therefore a 5% chance that we have come to the wrong conclusion.
