Probabilistic Graphical Models for Genetics, Genomics, and Postgenomics

Released on by Christine Sinoquet
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  • Probabilistic Graphical Models for Genetics, Genomics, and Postgenomics Book Detail

  • Author : Christine Sinoquet
  • Release Date : 2014
  • Publisher : Oxford University Press, USA
  • Genre : Mathematics
  • Pages : 483
  • ISBN 13 : 0198709021
  • File Size : 51,51 MB
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Probabilistic Graphical Models for Genetics, Genomics, and Postgenomics by Christine Sinoquet PDF Summary

Book Description: At the crossroads between statistics and machine learning, probabilistic graphical models (PGMs) provide a powerful formal framework to model complex data. An expanding volume of biological data of various types, the so-called 'omics', is in need of accurate and efficient methods for modelling and PGMs are expected to have a prominent role to play.

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