Conversion of a frequentist p-value to the lower bound of the Bayes factor against the null hypothesis assuming equal odds of the null and the alternative
Conversion of a frequentist p-value to the lower bound of the Bayes factor against the null hypothesis assuming equal odds of the null and the alternative
This function computes the approximate lower bound to the Bayes factor of the null hypothesis against the alternative, assuming equal odds of the null and the alternatlve.
Note
the p-value should be less than 1/e (= 0.37).
p2BF(p)
Arguments
p: the frequentist p-value (which has to be less than 1/e or 0.37)
Returns
the approximate lower bound of the Bayes factor of the null hypothesis against the alternative
References
Sellke, T., Bayarri, M.J., and Berger, J.O. 2001. Calibration of p Values for Testing Precise Hypotheses. Am. Statistician 55(1) pp 62--71.
van Hulst, R. 2018. Evaluating Scientific Evidence. ms.