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spboost: Nonlinear Spatial Autoregressive Models with Boosting and CFE3 days 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
spboost: Nonlinear Spatial Autoregressive Models with Boosting and CFE3 days 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
Multiscale GWR using top down scale approaches3 months ago
Estimating GWR and Mixed GWR Models with mgwrsar package: An Introduction with House Price Data5 months ago
GWR and MGWR with Space-Time Kernels5 months ago
GWR and Mixed GWR with spatial autocorrelation5 months ago
Speeding up GWR like models with mgwrsar package using Target Points, rough gaussian kernel and parallelisation5 months ago