Model-based Geostatistics - Peter J. Diggle

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.

Tytuł: Model-based Geostatistics
Autor:

Peter J. Diggle

Seria: Springer Series in Statistics
Data wydania: marzec 2007
Wydawca: Springer-Verlag GmbH
ISBN: 0387329072
EAN: 9780387329079
Wymiary: 241 x 155 x 19