GWR and MGWR with Spatial Autocorrelation


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Documentation for package ‘mgwrsar’ version 0.1-1

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mgwrsar-package GWR and MGWR with Spatial Autocorrelation
bandwidths_mgwrsar Select optimal kernel and bandwidth from a list of models, kernels and bandwidth candidates.
bisq bisquare kernel
bisq_C bisquare kernel, RcppEigen version
bisq_knn_C Adaptive bisquare kernel
gauss_adapt Adaptive gaussian kernel
gauss_adapt_C Adaptive gaussian kernel, RcppEigen version
kernelW_C Computes weight matrix for a given kernel and bandwidth
KNN A function that returns a row normalized weight matrix based on k first neighbors, to be documented
MGWRSAR Estimation of linear and local linear model with spatial autocorrelation model (mgwrsar).
mgwrsar GWR and MGWR with Spatial Autocorrelation
mgwrsar_bootstrap_test A bootstrap test for Betas for mgwrsar class model.
mgwrsar_bootstrap_test_all A bootstrap test for testing nullity of all Betas for mgwrsar class model,
mydata mydata is a simulated data set of a mgwrsar model
plot_mgwrsar plot_mgwrsar plots the value of local paramaters of a mgwrsar models using a leaflet map.
predict_mgwrsar mgwrsar Model Predictions
summary_mgwrsar Print a summary of mgwrsar models