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

Author: José-María Montero, Gema Fernández-Avilés, Jorge Mateu
Publisher: Wiley
Published: 08/17/2015
Pages: 400
Binding Type: Hardcover
Weight: 1.45lbs
Size: 9.10h x 6.10w x 0.90d
ISBN: 9781118413180

About the Author

José-María Montero and Gema Fernández-Avilés, Department of Statistics, University of Castilla-La Mancha, Spain

Jorge Mateu, Department of Mathematics, University Jaume I of Castellon, Spain