Hierarchical Modeling and Analysis for Spatial Data
eBook - PDF

Hierarchical Modeling and Analysis for Spatial Data

  1. 584 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Hierarchical Modeling and Analysis for Spatial Data

Book details
Table of contents
Citations

About This Book

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

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Yes, you can access Hierarchical Modeling and Analysis for Spatial Data by Sudipto Banerjee, Bradley P. Carlin, Alan E. Gelfand in PDF and/or ePUB format, as well as other popular books in Mathematics & Probability & Statistics. We have over one million books available in our catalogue for you to explore.

Information

Publisher
Chapman and Hall/CRC
Year
2014
ISBN
9781439819180
Edition
2
Topic
Mathematics
Subtopic
Probability & Statistics
Index
Mathematics

Table of contents

  1. Front Cover
  2. Dedication
  3. Contents
  4. Preface to the Second Edition
  5. Preface to the First Edition
  6. Chapter 1 - Overview of spatial data problems
  7. Chapter 2 - Basics of point-referenced data models
  8. Chapter 3 - Some theory for point-referenced data models
  9. Chapter 4 - Basics of areal data models
  10. Chapter 5 - Basics of Bayesian inference
  11. Chapter 6 - Hierarchical modeling for univariate spatial data
  12. Chapter 7 - Spatial misalignment
  13. Chapter 8 - Modeling and Analysis for Point Patterns
  14. Chapter 9 - Multivariate spatial modeling for point-referenced data
  15. Chapter 10 - Models for multivariate areal data
  16. Chapter 11 - Spatiotemporal modeling
  17. Chapter 12 - Modeling large spatial and spatiotemporal datasets
  18. Chapter 13 - Spatial gradients and wombling
  19. Chapter 14 - Spatial survival models
  20. Chapter 15 - Special topics in spatial process modeling
  21. Appendices
  22. Bibliography
  23. Back Cover