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Hierarchical Modeling and Analysis for Spatial Data
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Hierarchical Modeling and Analysis for Spatial Data

DOI link for Hierarchical Modeling and Analysis for Spatial Data

Hierarchical Modeling and Analysis for Spatial Data book

Hierarchical Modeling and Analysis for Spatial Data

DOI link for Hierarchical Modeling and Analysis for Spatial Data

Hierarchical Modeling and Analysis for Spatial Data book

BySudipto Banerjee, Bradley P. Carlin, Alan E. Gelfand
Edition 2nd Edition
First Published 2014
eBook Published 12 September 2014
Pub. location New York
Imprint Chapman and Hall/CRC
DOI https://doi.org/10.1201/b17115
Pages 584 pages
eBook ISBN 9780429137174
SubjectsBioscience, Earth Sciences, Mathematics & Statistics
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Banerjee, S., Carlin, B., Gelfand, A. (2015). Hierarchical Modeling and Analysis for Spatial Data. New York: Chapman and Hall/CRC, https://doi.org/10.1201/b17115

Keep Up to Date with the Evolving Landscape of Space and Space-Time Data Analysis and ModelingSince the publication of the first edition, the statistical landscape has substantially changed for analyzing space and space-time data. More than twice the size of its predecessor, Hierarchical Modeling and Analysis for Spatial Data, Second Edition reflec

TABLE OF CONTENTS

chapter 1|22 pages

- Overview of spatial data problems

chapter 2|30 pages

- Basics of point-referenced data models

chapter 3|20 pages

- Some theory for point-referenced data models

chapter 4|24 pages

- Basics of areal data models

chapter 5|26 pages

- Basics of Bayesian inference

chapter 6|42 pages

- Hierarchical modeling for univariate spatial data

chapter 7|34 pages

- Spatial misalignment

chapter 8|58 pages

- Modeling and Analysis for Point Patterns

chapter 9|48 pages

- Multivariate spatial modeling for point-referenced data

chapter 10|24 pages

- Models for multivariate areal data

chapter 11|52 pages

- Spatiotemporal modeling

chapter 12|32 pages

- Modeling large spatial and spatiotemporal datasets

chapter 13|34 pages

- Spatial gradients and wombling

chapter 14|32 pages

- Spatial survival models

chapter 15|22 pages

- Special topics in spatial process modeling

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