Introduction to Graphical Modelling

Released on by David Edwards
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  • Introduction to Graphical Modelling Book Detail

  • Author : David Edwards
  • Release Date : 2012-12-06
  • Publisher : Springer Science & Business Media
  • Genre : Mathematics
  • Pages : 342
  • ISBN 13 : 1461204933
  • File Size : 26,26 MB
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Introduction to Graphical Modelling by David Edwards PDF Summary

Book Description: A useful introduction to this topic for both students and researchers, with an emphasis on applications and practicalities rather than on a formal development. It is based on the popular software package for graphical modelling, MIM, freely available for downloading from the Internet. Following a description of some of the basic ideas of graphical modelling, subsequent chapters describe particular families of models, including log-linear models, Gaussian models, and models for mixed discrete and continuous variables. Further chapters cover hypothesis testing and model selection. Chapters 7 and 8 are new to this second edition and describe the use of directed, chain, and other graphs, complete with a summary of recent work on causal inference.

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