The posterior probability of a null hypothesis given a statistically significant result
When researchers carry out a null hypothesis significance test, it is tempting to assume that a statistically significant result lowers Prob(H0), the probability of the null hypothesis being true.Technically, such a statement is meaningless for various reasons: e.g., the null hypothesis does not have a probability associated with it.However, it is