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Gaussian Markov Random Fields

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Highlights

  • ISBN13 : 9781584884323
  • ISBN10 : 1584884320
  • Author : Rue, Havard, Held, Leonhard
  • Publisher : Taylor & Francis Inc
  • Pages : 280
  • Binding : Hardcover
  • SUPC: SDL182731821

Description

There are a wide range of applications for Gaussian Markov Random Fields (GMRFs), from structural time-series analysis to the analysis of longitudinal and survival data, spatio-temporal models, graphical models, and semi-parametric statistics. This book provides various case studies that illustrate the use of GMRFs in complex hierarchical models.

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