Statistics for spatial data

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Cover; Half Title page; Title page; Copyright page; Dedication; Preface; Acknowledgments; Chapter 1: Statistics for Spatial Data; 1.1 Spatial Data and Spatial Models; 1.2 Introductory Examples; 1.3 Statistics for Spatial Data: Why?; Part I: Geostatistical Data; Chapter 2: Geostatistics; 2.1 Continuous Spatial Index; 2.2 Spatial Data Analysis of Coal Ash in Pennsylvania; 2.3 Stationary Processes; 2.4 Estimation of the Variogram; 2.5 Spectral Representations; 2.6 Variogram Model Fitting; Chapter 3: Spatial Prediction and Kriging; 3.1 Scale of Variation; 3.2 Ordinary Kriging; 3.3 Robust Kriging