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9781439840689

Methodology in Robust and Nonparametric Statistics

by ;
  • ISBN13:

    9781439840689

  • ISBN10:

    1439840687

  • Edition: 1st
  • Format: Hardcover
  • Copyright: 2012-07-20
  • Publisher: CRC Press

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Supplemental Materials

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Summary

Closely related to nonparametric methods, robust statistical methods are not unduly affected by data outliers or other small departures from model assumptions. This book presents a comprehensive overview of methodology for robust and nonparametric statistics. It covers both methods in parallel in order to demonstrate their relative strengths and weaknesses. Using examples to illustrate the methods, the text highlights applications in the fields of biomedical science, bioinformatics, finance, and engineering. The authors provide exercises in the text as well as R programs for all examples on the book's website.

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