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    University of Florida
  Dec 17, 2017

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STA 7526: Theory of Nonparametric Statistics

Credits: 3                    Grading Scheme: Letter

Prerequisite: STA 6526  or consent of instructor.      

Theoretical foundations of nonparametric statistics: theory of U-statistics, normed based methods, linear rank and signed rank statistics; Pitman efficiency; point estimation, interval estimation and tests of hypotheses; theory of robustness and its application to one sample, two sample and linear model settings; extensions to multivariate problem settings; contemporary topics in nonparametric inference.

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