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The third edition of this very successful text book provides an introduction to geostatistics stressing the multivariate aspects for scientists, engineers or statisticians. Geostatistics offers a variety of models, methods and techniques for the analysis, estimation and display of multivariate data distributed in space or time. This book presents a brief review of statistical concepts, a detailed introduction to linear geostatistics, and an account of three methods of multivariate analysis. Moreover, it contains an advanced presentation of linear models for mulitvariate spatial or temporal data, of nonlinear models and methods for selection problems with change of support, as well as an introduction to non-stationary geostatistics with special focus on the external drift method. Applications from very different areas of science as well as exercices with solutions are provided to help convey the general ideas.

Geology. Earth sciences --- Mathematical statistics --- Geology --- Multivariate analysis --- Géologie --- Analyse multivariée --- Statistical methods --- Méthodes statistiques --- 55:519.2 --- 519.237 --- -Multivariate analysis --- anamorfose --- anisotropie --- covariante functie --- gauss --- geostatistiek --- kansrekening --- lineaire regressie --- Multivariate distributions --- Multivariate statistical analysis --- Statistical analysis, Multivariate --- Analysis of variance --- Matrices --- Geognosy --- Geoscience --- Earth sciences --- Natural history --- Earth sciences. Geology. Meteorology etc.-:-Probability. Mathematical statistics --- Multivariate statistical methods --- Multivariate analysis. --- Statistical methods. --- 519.237 Multivariate statistical methods --- 55:519.2 Earth sciences. Geology. Meteorology etc.-:-Probability. Mathematical statistics --- Geology. --- Earth sciences. --- Statistics . --- Earth Sciences, general. --- Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. --- Statistical analysis --- Statistical data --- Statistical science --- Mathematics --- Econometrics --- Geosciences --- Environmental sciences --- Physical sciences