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 statisti...

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Bibliographic Details
Main Author: Montero, José María
Other Authors: Fernández-Avilés, Gema, Mateu, Jorge
Format: eBook
Language:English
Published: Chichester, West Sussex, UK : John Wiley and Sons, Inc., 2015.
Subjects:
Online Access:Connect to the full text of this electronic book
Description
Summary: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.
Physical Description:1 online resource
Bibliography:Includes bibliographical references and index.
ISBN:9781118762431
1118762436
9781118762455
1118762452
9781118762424
1118762428