Hierarchical Modeling and Analysis for Spatial Data
eBook - ePub
Available until 9 Apr |Learn more

Hierarchical Modeling and Analysis for Spatial Data

  1. 584 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub
Available until 9 Apr |Learn more

Hierarchical Modeling and Analysis for Spatial Data

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. We have over one million books available in our catalogue for you to explore.

Information

Table of contents

  1. Cover
  2. Half Title
  3. Series Page
  4. Title Page
  5. Copyright Page
  6. Dedication
  7. Table of Contents
  8. Preface to the Second Edition
  9. Preface to the First Edition
  10. 1 Overview of spatial data problems
  11. 2 Basics of point-referenced data models
  12. 3 Some theory for point-referenced data models
  13. 4 Basics of areal data models
  14. 5 Basics of Bayesian inference
  15. 6 Hierarchical modeling for univariate spatial data
  16. 7 Spatial misalignment
  17. 8 Modeling and Analysis for Point Patterns
  18. 9 Multivariate spatial modeling for point-referenced data
  19. 10 Models for multivariate areal data
  20. 11 Spatiotemporal modeling
  21. 12 Modeling large spatial and spatiotemporal datasets
  22. 13 Spatial gradients and wombling
  23. 14 Spatial survival models
  24. 15 Special topics in spatial process modeling
  25. Appendices
  26. Bibliography
  27. Index