This article is about the statistical test that compares goodness of fit. For a general description of the likelihood ratio, see Likelihood ratio. For the use of likelihood ratios in interpreting diagnostic tests, see Likelihood ratios in diagnostic testing. In statistics, the likelihood-ratio test is a hypothesis test that involves comparing the goodness of fit of two competing statistical models