Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height

1. Introduction and Background
Erik Vanem

2. Literature Survey on Stochastic Wave Models
Erik Vanem

3. A Bayesian Hierarchical Space-Time Model for Significant Wave Height
Erik Vanem

4. Including a Log-Transform of the Data
Erik Vanem

5. CO _2 Regression Component for Future Projections
Erik Vanem

6. Bayesian Hierarchical Modeling of the Ocean Windiness
Erik Vanem

7. Application: Impacts on Ship Structural Loads
Erik Vanem

8. Case Study: Modeling the Effect of Climate Change on the World’s Oceans
Erik Vanem

9. Summary and Conclusions
Erik Vanem

Nyckelord: Statistics, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences, Probability Theory and Stochastic Processes, Geophysics and Environmental Physics