Spatial Linear Models for Environmental Data (Hardcover, 1)

Preface? 1. Introduction? 2. An Introduction to Covariance Structures for Spatial Linear Models? 3. Exploratory Spatial Data Analysis? 4. Provisional Estimation of the Mean Structure by Ordinary Least Squares? 5. Generalized Least Squares Estimation of the Mean Structure? 6. Parametric Covariance Structures for Geostatistical Models? 7. Parametric Covariance Structures for Spatial-Weights Linear Models? 8. Likelihood-Based Inference? 9. Spatial Prediction? 10. Spatial Sampling Design? 11. Analysis and Design of Spatial Experiments? 12. Extensions? Appendix A: Some Matrix Results