This course focuses on the theory and methods of making statistical inference based on nonparametric techniques. Students will see the analyses of real data from various areas of applications. Topics include properties of order statistics, statistics based on ranks, distribution-free statistics, inference concerning location and scale parameters for one and two samples, Hajek's projection.

CILO-1: Explain and apply the theory of nonparametric statistics in the field of nonparametric techniques. CILO-2: Analyze the real data to infer statistical based on the nonparametric statistics. CILO-3: Use the nonparametric methods to deal with the real-world problems.