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gwrr (version 0.2-2)

Fits Geographically Weighted Regression Models with Diagnostic Tools

Description

Fits geographically weighted regression (GWR) models and has tools to diagnose and remediate collinearity in the GWR models. Also fits geographically weighted ridge regression (GWRR) and geographically weighted lasso (GWL) models. See Wheeler (2009) and Wheeler (2007) for more details.

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Version

Install

install.packages('gwrr')

Monthly Downloads

284

Version

0.2-2

License

GPL (>= 2)

Maintainer

David Wheeler

Last Published

May 10th, 2022

Functions in gwrr (0.2-2)

gwr.est

Geographically weighted regression
gwrr-package

Geographically weighted regression models with penalties and diagnostic tools
gwr.vdp

Collinearity diagnostics for geographically weighted regression
gwl.est

Geographically weighted lasso
columbus

Columbus crime
gwrr.est

Geographically weighted ridge regression
gwr.bw.est

Cross-validation estimation of kernel bandwidth