This course explores the concept and theory of inferential statistics. It is concerned with the frequentist approach to inference covering point and interval estimation of parameters and hypothesis testing. Properties of estimators such as unbiasedness and sufficiency are applied to estimators of parameters of various distributions. The discussion will end with the theory of statistical hypothesis testing.