Environmental Statistics

  1. Analysis of Spatially Correlated Data
    1. Fundamentals of Spatial Statistics
      1. Types of Spatial Data
        1. Geostatistical Data
          1. Lattice Data
            1. Point Pattern Data
            2. Spatial Autocorrelation
              1. Moran's I
                1. Geary's C
                  1. Interpretation and Applications
                2. Modeling Spatial Dependence
                  1. The Variogram and Covariogram
                    1. Empirical Variogram
                      1. Theoretical Variogram Models
                        1. Spherical Model
                          1. Exponential Model
                            1. Gaussian Model
                            2. Model Fitting
                            3. Anisotropy
                              1. Directional Dependence
                                1. Geometric Anisotropy
                                  1. Zonal Anisotropy
                                2. Spatial Prediction and Interpolation
                                  1. Kriging
                                    1. Simple Kriging
                                      1. Ordinary Kriging
                                        1. Universal Kriging
                                          1. Kriging Variance
                                            1. Cross-Validation
                                            2. Inverse Distance Weighting
                                              1. Algorithm
                                                1. Limitations
                                              2. Models for Areal Data
                                                1. Conditional Autoregressive Models
                                                  1. Model Structure
                                                    1. Parameter Estimation
                                                    2. Simultaneous Autoregressive Models
                                                      1. Model Structure
                                                        1. Parameter Estimation

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                                                    6. Analysis of Temporally Correlated Data

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                                                    8. Spatio-Temporal Statistics