Abstract: This paper makes research on modification of P-value of two-sided test with restricted parameter space and reconciling Bayesian test with classical test based on modified P-value, which shows that there exist critical defects in modified P-value put forward by Wang in 2006. This paper sets forth another modified P-value, which has comparative reasonable characteristics, based on which the conflict of Bayesian test and classical test can be reconciled to some extent.