MATH 6460 - Nonparametric Statistical Inference

Credits: 3

Statistical models in nonparametric settings; equal-in-distribution relation and its applications; nonparametric statistics based on counting and ranking; U-statistics and asymptotics; evaluating and comparing performance of nonparametric alternative hypotheses; nonparametric point and interval estimation; linear rank statistics and their asymptotic theory; locally most powerful rank tests; applications to one- and two-sample settings. Prerequisite: MATH 6420, or MATH 6410 and MATH 5420.

Repeatable:
No