Tutorial

Contents:

• Exploratory Analysis of Spatial Data: Spatial Autocorrelation
• Local join counts
• Assessing local patterns of spatial heteroskedasticity
• Understanding the LOSH statistic
• Interpreting the LOSH statistic
• Inference on the LOSH statistic
• Applying the LOSH statistic on a dataset
• Geosilhouettes: geographical measures of cluster fit
• The Silhouette Score
• Nearest Label
• Geographical Structure
• Path Silhouettes
• Boundary Silhouettes
• Conclusion
• Cluster points and explore boundary blurriness with A-DBSCAN
• Measures of shape
• Ideal Shape Measures
• Conclusion
• Exploratory Analysis of Spatial Data: Spatial Autocorrelation