Handbook of Mixed Membership Models and Their Applications

Released on by Edoardo M. Airoldi
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  • Handbook of Mixed Membership Models and Their Applications Book Detail

  • Author : Edoardo M. Airoldi
  • Release Date : 2014-11-06
  • Publisher : CRC Press
  • Genre : Computers
  • Pages : 608
  • ISBN 13 : 1466504099
  • File Size : 5,5 MB
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Handbook of Mixed Membership Models and Their Applications by Edoardo M. Airoldi PDF Summary

Book Description: Incorporating more than 20 years of the editors' and contributors' statistical work in mixed membership modeling, this handbook shows how to use these flexible modeling tools to uncover hidden patterns in modern high-dimensional multivariate data. It explores the use of the models in various application settings, including survey data, population genetics, text analysis, image processing and annotation, and molecular biology. Through examples using real data sets, readers will discover how to characterize complex multivariate data in a range of areas.

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