Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height
||Bitner-Gregersen, Elzbieta Maria|
Wikle, Christopher K.
|Series title:||Ocean Engineering and Oceanography Ser.|
|Publication Date:||Oct 2013|
| Book Format:||Hardback|
|List Price:||USD $109.00|
| Book Description: |
This book provides an example of a thorough statistical treatment of ocean wave data in space and time. It demonstrates how the flexible framework of Bayesian hierarchical space-time models can be applied to oceanographic processes such as significant wave height in order to describe dependence structures and uncertainties in the data.
This monograph is a research book and it is partly cross-disciplinary. The methodology itself is firmly rooted in the statistical research...