Spatial and Spatio-Temporal Geostatistical Modeling and Kriging
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