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Multivariate Geostatistical Models: Inference and Computation,9781584886990
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Multivariate Geostatistical Models: Inference and Computation

by ;
Edition:
1st
ISBN13:

9781584886990

ISBN10:
1584886994
Format:
Hardcover
Pub. Date:
7/15/2016
Publisher(s):
Chapman & Hall/
List Price: $89.95

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What version or edition is this?
This is the 1st edition with a publication date of 7/15/2016.
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  • The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any CDs, lab manuals, study guides, etc.

Summary

Multivariate geostatistical data involves the observation of two or more spatial processes at spatial and/or temporal points. The objective of such analysis is to estimate the correlation or dependence structure between the multiple variable or to predict the multiple variable at unsampled locations. Multivariate Geostatistical Models provides complete coverage of all key topics in this area, including modeling and estimating the multivariate covariogram, multivariate spatial generalized linear mixed models, and multivariate non-Gaussian models. Illustrated with detailed worked examples from a range of disciplines, the book implements methods using Markov chain Monte Carlo (MCMC) simulation for Bayesian inference.

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