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Spatial dynamic panel data modeling2 years ago
Introduction | Data | Bayesian posterior probabilities | Static panel model with spatial fixed effects | Static panel model with time fixed effects | Static panel model with both spatial and time fixed effects for 4 models (SAR, SDM, SEM, SDEM) | Dynamic panel model with both spatial and time fixed effects with uniform prior | Dynamic panel model with both spatial fixed effects with beta prior, where the lagged dependent variable is included in the data | Spatial (dynamic) panel data modeling | Static spatial lag model with spatial fixed effects | Dynamic spatial lag model with spatial fixed effects | Dynamic spatial model with spatial fixed effects (with Lee-Yu transformation) | Dynamic spatial Durbin model with spatial and time fixed effects (with Lee-Yu transformation) | Calculating impacts. | References
Spatial matrices3 years ago
Introduction | Data | Types of spatial weights matrices | Contiguity based | Spatial Contiguity Weights Matrix | Higher Order Contiguity | Shared Boundary Spatial Weights Matrix | Based on distance | k-Nearest Neighbor | Inverse Distance | Exponential Distance | Double-Power Distance | Normalization | Row normalization | Scalar normalization