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Statistical Methods for Ranking Data by Mayer Alvo

Statistical Methods for Ranking Data

by Mayer Alvo
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Book cover type: Hardcover
  • ISBN13: 9781493914708
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 273
  • Original Price: EUR 129.99
  • Language: English
  • Edition: 2014
  • Item Weight: 581 grams
  • BISAC Subject(s): Probability & Statistics / General, Mathematical & Statistical Software, and Data Science / Data Analytics

From the Back Cover

This book introduces advanced undergraduate, graduate students and practitioners to statistical methods for ranking data. An important aspect of nonparametric statistics is oriented towards the use of ranking data. Rank correlation is defined through the notion of distance functions and the notion of compatibility is introduced to deal with incomplete data. Ranking data are also modeled using a variety of modern tools such as CART, MCMC, EM algorithm and factor analysis.

This book deals with statistical methods used for analyzing such data and provides a novel and unifying approach for hypotheses testing. The techniques described in the book are illustrated with examples and the statistical software is provided on the authors' website.

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