Abstract: The agreement or reconcilability of the frequentist and Bayesian evidence in testing statistical hypotheses is commonly concerned by both the frequentist and the Bayesian school. For the one-sided hypothesis testing problem in the presence of nuisance parameters under normal distributions, the p-value and the Bayesian evidence against the null hypothesis were studied. It is shown that, for a variety of testing problems, these two kinds of evidence can reach an agreement.