Spatial and Spatio-Temporal Geostatistical Modeling and Kriging
Nonfiction, Science & Nature, Mathematics, Statistics
| Author: | Jorge Mateu, José-María Montero, Gema Fernández-Avilés | ISBN: | 9781118762424 |
| Publisher: | Wiley | Publication: | August 19, 2015 |
| Imprint: | Wiley | Language: | English |
| Author: | Jorge Mateu, José-María Montero, Gema Fernández-Avilés |
| ISBN: | 9781118762424 |
| Publisher: | Wiley |
| Publication: | August 19, 2015 |
| Imprint: | Wiley |
| Language: | English |
Statistical Methods for Spatial and Spatio-Temporal Data Analysis provides a complete range of spatio-temporal covariance functions and discusses ways of constructing them. This book is a unified approach to modeling spatial and spatio-temporal data together with significant developments in statistical methodology with applications in R.
This book includes:
- Methods for selecting valid covariance functions from the empirical counterparts that overcome the existing limitations of the traditional methods.
- The most innovative developments in the different steps of the kriging process.
- An up-to-date account of strategies for dealing with data evolving in space and time.
- An accompanying website featuring R code and examples
Statistical Methods for Spatial and Spatio-Temporal Data Analysis provides a complete range of spatio-temporal covariance functions and discusses ways of constructing them. This book is a unified approach to modeling spatial and spatio-temporal data together with significant developments in statistical methodology with applications in R.
This book includes:
- Methods for selecting valid covariance functions from the empirical counterparts that overcome the existing limitations of the traditional methods.
- The most innovative developments in the different steps of the kriging process.
- An up-to-date account of strategies for dealing with data evolving in space and time.
- An accompanying website featuring R code and examples
