Cover image for Introduction to the theory of nonparametric statistics
Title:
Introduction to the theory of nonparametric statistics
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Publication Information:
New York : John Wiley, 1979
ISBN:
9780471042457
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30000001195332 QA278.8 R36 1979 Open Access Book
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30000000859938 QA278.8 R36 1979 Open Access Book
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Summary

Summary

An intermediate text that provides a basic understanding of concepts and theory, presenting important mathematical statistics tools fundamental to the development of nonparametric statistics. Uses an intuitive approach emphasizing techniques for making a test distribution-free (such as counting and ranking). U-statistics, asymptotic efficiency, the Hodges-Lehmann technique for creating a confidence interval and a point estimator from a test, linear rank statistics, and more. Also includes currently developing areas. Readers are required to be familiar with the basic concepts of statistical inference and have a good knowledge of advanced calculus.