Princeton University Library Catalog

Hierarchical modeling and analysis for spatial data / Sudipto Banerjee, Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, USA, Bradley P. Carlin, Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, USA, Alan E. Gelfand, Department of Statistical Science, Duke University, Durham, North Carolina, USA.

Author:
Banerjee, Sudipto [Browse]
Format:
Book
Language:
English
Published/​Created:
[Boca Raton: CRC Press, Taylor & Francis Group, 2015, , ©2015]
Εdition:
Second edition.
Description:
xxi, 562 pages : illustrations (some color) ; 26 cm.
Series:
  • Monographs on statistics and applied probability (Series) ; 135. [More in this series]
  • Monographs on statistics and applied probability ; 135
Notes:
"A Chapman & Hall book."
Bibliographic references:
Includes bibliographical references (pages 529-558) and index.
Contents:
Overview of spatial data problems -- Basics of point-referenced data models -- Some theory for point-referenced data models -- Basics for areal data models -- Basics for Bayesian inference -- Hierarchical modeling for univariate spatial data -- Spatial misalignment -- Modeling and analysis for point patterns -- multivariate spatial modeling for point-referenced data -- Models for multivariate areal data -- Spatiotemporal modeling -- Modeling large spatial and spatiotemporal datasets -- Spatial gradients and wombling -- Spatial survival models -- Special topics in spatial process modeling.
Subject(s):
Spatial analysis (Statistics)Mathematical models [Browse]
ISBN:
  • 9781439819173 (hbk.)
  • 1439819173 (hbk.)
LCCN:
2014451631
OCLC:
910621383
Related name:
Other views:
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