Spatial and Spatio-Temporal Geostatistical Modeling and Kriging

Nonfiction, Science & Nature, Mathematics, Statistics
Cover of the book Spatial and Spatio-Temporal Geostatistical Modeling and Kriging by Jorge Mateu, José-María Montero, Gema Fernández-Avilés, Wiley
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Author: Jorge Mateu, José-María Montero, Gema Fernández-Avilés ISBN: 9781118762424
Publisher: Wiley Publication: August 19, 2015
Imprint: Wiley Language: English
Author: Jorge Mateu, José-María Montero, Gema Fernández-Avilés
ISBN: 9781118762424
Publisher: Wiley
Publication: August 19, 2015
Imprint: Wiley
Language: English

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
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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:

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