Description
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
About the Author
Jose-Maria Montero and Gema Fernandez-Aviles, Department of Statistics, University of Castilla-La Mancha, Spain
Jorge Mateu, Department of Mathematics, University Jaume I of Castellon, Spain
Book Information
ISBN 9781118413180
Author Jose-Maria Montero
Format Hardback
Page Count 400
Imprint John Wiley & Sons Inc
Publisher John Wiley & Sons Inc
Weight(grams) 676g
Dimensions(mm) 236mm * 158mm * 25mm