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Gaussian Markov Random Fields: Theory and Applications

by Havard Rue , Leonhard Held
Save 17% Save 17%
Current price ₹22,912.00
Original price ₹27,495.00
Original price ₹27,495.00
Original price ₹27,495.00
(-17%)
₹22,912.00
Current price ₹22,912.00

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Book cover type: Hardcover
  • ISBN13: 9781584884323
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: CRC Press
  • Publisher Imprint: CRC Press
  • Publication Date:
  • Pages: 280
  • Original Price: USD 225.0
  • Language: English
  • Edition: 1
  • Item Weight: 508 grams
  • BISAC Subject(s): Probability & Statistics / General

Gaussian Markov Random Field (GMRF) models are most widely used in spatial statistics - a very active area of research in which few up-to-date reference works are available. This is the first book on the subject that provides a unified framework of GMRFs with particular emphasis on the computational aspects. This book includes extensive case-studies and, online, a c-library for fast and exact simulation. With chapters contributed by leading researchers in the field, this volume is essential reading for statisticians working in spatial theory and its applications, as well as quantitative researchers in a wide range of science fields where spatial data analysis is important.

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