A Hybrid Model for Spatial Prediction Through Local Regression


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Documentation for package ‘GWRLASSO’ version 0.1.0

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GWRLASSO_exponential GWRLASSO: a hybrid model that uses the LASSO model for important variable selection and GWR model with exponential kernel for prediction at an unknown location based on the selected variables.
GWRLASSO_gaussian GWRLASSO: a hybrid model that uses the LASSO model for important variable selection and GWR model with gaussian kernel for prediction at an unknown location based on the selected variables.