Estimating GWR and Mixed GWR Models with mgwrsar package: An Introduction with House Price Data1 months ago
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GWR and MGWR with Space-Time Kernels1 months ago
Multiscale GWR using top down scale approaches1 months ago
Speeding up GWR like models with mgwrsar package using Target Points, rough gaussian kernel and parallelisation1 months ago
spboost: Nonlinear Spatial Autoregressive Models with Boosting and CFE5 months ago
Scientific motivation | Main interface | Model and estimator catalogue | Theoretical status | Returned objects | Formula syntax | Example 1: SAR model with fixed hyperparameters | Example 2: Internal cross-validation, random and spatial | Example 3: Comparison table for SAR estimators | Example 4: SEM model with spatial-error filtering | Example 5: MARS / earth CFE branch | Example 6: Experimental xgboost CFE branch | Example 7: Prediction and decomposition | Example 8: SARAR models | Practical recommendations | References
GWR and Mixed GWR with spatial autocorrelation10 months ago