GWlasso1.0.2 package

Geographically Weighted Lasso

compute_distance_matrix

Compute distance matrix

gwl_bw_estimation

Bandwidth estimation for Geographically Weighted Lasso

gwl_fit

Fit a geographically weighted lasso with the selected bandwidth

GWlasso-package

GWlasso: Geographically Weighted Lasso

pipe

Pipe operator

plot_gwl_map

Plot a map of beta coefficient for gwlfit object

plot.gwlfit

Plot method for gwlfit object

predict.gwlfit

Predict method for gwlfit objects

print.gwlest

Printing gwlest objects

print.gwlfit

Printing gwlfit objects

Download source packageRead PDF manual

Performs geographically weighted Lasso regressions. Find optimal bandwidth, fit a geographically weighted lasso or ridge regression, and make predictions. These methods are specially well suited for ecological inferences. Bandwidth selection algorithm is from A. Comber and P. Harris (2018) <doi:10.1007/s10109-018-0280-7>.

  • Maintainer: Matthieu Mulot
  • License: MIT + file LICENSE
  • Last published: 2025-09-26

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