# GWR and MGWR with Spatial Autocorrelation

## Documentation for package ‘mgwrsar’ version 0.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

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