The likelihood ratio method of hypothesis testing is related to maximum likelihood estimators. Likelihood ratio tests are as widely used as maximum likelihood estimation. In this lesson, we provide a general framework for the likelihood ratio test. The likelihood ratio test statistic is defined, and the testing procedure introduced. The procedure is illustrated with an example. The conclusion of the lesson links sufficient statistics to the likelihood ratio test statistic.