Outline

Part I

1. Software and Tools Installation (10 min)

2. Spatial data processing with PySAL (45 min)

   a. Input-output

   b. Visualization and Mapping

   c. Spatial weights

3. Exercise (10 min)

4. ESDA with PySAL (45 min)

   a. Global Autocorrelation

   b. Local Autocorrelation

   c. Space-Time exploratory analysis

5. Exercise (10 min)

Part II

1. Point Patterns (30 min)

   a. Point visualization

   b. Kernel Density Estimation

2. Exercise (10 min)

3. Spatial clustering (30 min)

   a. Geodemographic analysis

   b. Regionalization

4. Exercise (30 min)

5. Spatial Regression (30 min)

   a. Baseline (nonspatial) regression

   b. Exogenous and endogenous spatially lagged regressors

   c. Prediction performance of spatial models

6. Exercise (10 min)