Prerequisites: MATH 112 (or consent of the instructor) and MATH 306. Offered every 3 semesters. Sampling distribution. Point and interval estimation; methods of moments and MLE. Hypothesis testing; Uniformly Most Powerful (UMP) and generalized likelihood ratio tests.