This volume is the first book-length treatment of model-based
geostatistics. The text is expository, emphasizing statistical
methods and applications rather than the underlying mathematical
theory. Analyses of datasets from a range of scientific contexts
feature prominently, and simulations are used to illustrate
theoretical results. Readers can reproduce most of the
computational results in the book by using the authors' software
package, geoR, whose usage is illustrated in a computation section
at the end of each chapter. The book assumes a working knowledge of
classical and Bayesian methods of inference, linear models, and
generalized linear models.
General
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