Statistical Analysis of Environmental Space-Time Processes

Authors:

ISBN: 978-0-387-26209-3 (Print) 978-0-387-35429-3 (Online)

Table of contents (16 chapters)

  1. Front Matter

    Pages I-XV

  2. Environmental Processes

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-13

      First Encounters

    3. No Access

      Book Chapter

      Pages 15-25

      Case Study

    4. No Access

      Book Chapter

      Pages 27-33

      Uncertainty

    5. No Access

      Book Chapter

      Pages 35-51

      Measurement

    6. No Access

      Book Chapter

      Pages 53-79

      Modeling

  3. Space-Time Modeling

    1. Front Matter

      Pages 81-81

    2. No Access

      Book Chapter

      Pages 83-100

      Covariances

    3. No Access

      Book Chapter

      Pages 101-117

      Spatial Prediction: Classical Approaches

    4. No Access

      Book Chapter

      Pages 119-130

      Bayesian Kriging

    5. No Access

      Book Chapter

      Pages 131-149

      Hierarchical Bayesian Kriging

  4. Design and Risk Assessment

    1. Front Matter

      Pages 151-151

    2. No Access

      Book Chapter

      Pages 153-183

      Multivariate Modeling***

    3. No Access

      Book Chapter

      Pages 185-214

      Environmental Network Design

    4. No Access

      Book Chapter

      Pages 215-241

      Extremes

  5. Implementation

    1. Front Matter

      Pages 243-243

    2. No Access

      Book Chapter

      Pages 245-269

      Risk Assessment

    3. No Access

      Book Chapter

      Pages 271-295

      A Tutorial in R

    4. No Access

      Book Chapter

      Pages 297-311

      Appendices

    5. No Access

      Book Chapter

      Pages 313-326

      References

  6. Back Matter

    Pages 327-341