Montero / Fernández-Avilés / Mateu Spatial and Spatio-Temporal Geostatistical Modeling and Kriging

1. Auflage 2015
ISBN: 978-1-118-76243-1
Verlag: John Wiley & Sons
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 400 Seiten, E-Book

Reihe: Wiley Series in Probability and Statistics

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

Autoren/Hrsg.

Montero, José-María

Fernández-Avilés, Gema

Mateu, Jorge

Über Autor(innen)

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