Gaussian Markov Random Fields: Theory and Applications (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)

by R.J.Tibshirani (Series Editor), HowellTong (Series Editor), N.Reid (Series Editor), ValerieIsham (Series Editor), ThomasA.Louis (Series Editor), NielsKeiding (Series Editor), Leonhard Held (Author), HavardRue (Author)

• New

  Hardcover
  2005

  $225.97

  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.