The posterior probability of a null hypothesis given a statistically significant result
Abstract
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 possible to relax certain assumptions to compute the posterior probability Prob(H0) under...
Paper Details
Title
The posterior probability of a null hypothesis given a statistically significant result
Published Date
Jul 1, 2022
Volume
18
Issue
2
Pages
130 - 99
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