Inference for Totals and Weighted Sums from Finite Spatial Populations
Introduction | Data | Data Frame Structure | Simulated Data Creation | Using the sptotal Package | Fitting a Spatial Linear Model: slmfit | Prediction: predict | Examining results: plot() | Prediction for a Small Area of Interest | Real Data Examples | Moose Abundance from Aerial Surveys | Fitting the Model and Obtaining Predictions | Allowing Different Covariance Parameters for Strata | Sites with Different Areas | Mean Dissolved Organic Carbon from National Lakes Data | Creating a Subsample Data Set | Fitting the Model and Making Predictions | Appendix: Statistical Background | Citation | References