Concepts of statistical hypothesis and statistical test. Simple and composite hypothesis. Types of errors. Properties of tests. Neyman-Pearson criterion for testing simple hypothesis: Most Powerful (MPT) and Uniformly Most Powerful tests(UMPT). Likelihood ratio test. Paired sample tests. Small and large sample tests for correlation and regression coefficients.