GWPR.light: Geographically Weighted Panel Regression
A modern, first implementation of Geographically Weighted Panel Regression (GWPR) for spatial panel data. The package provides a unified public API supporting Gaussian and binomial family models, within/pooling/random panel effects, three bandwidth search strategies (grid, Stochastic Gradient Descent, random), five kernel functions, and optional parallel execution via the 'future' framework. Diagnostic tools include spatial Moran's I, local F-test, Hausman test, and Lagrange Multiplier test.
| Version: | 1.0.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | fixest, glmmTMB, lmtest, plm, sf, stats, utils |
| Suggests: | future, future.apply, rmarkdown, knitr, testthat (≥ 3.0.0) |
| Published: | 2026-05-29 |
| DOI: | 10.32614/CRAN.package.GWPR.light |
| Author: | Chao Li  [aut,
cre],
Shunsuke Managi
[aut] |
| Maintainer: | Chao Li <chaoli0394 at gmail.com> |
| BugReports: | https://github.com/MichaelChaoLi-cpu/GWPR.light/issues |
| License: | AGPL (≥ 3) |
| URL: | https://github.com/MichaelChaoLi-cpu/GWPR.light |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | GWPR.light results |
Documentation:
| Reference manual: | GWPR.light.html , GWPR.light.pdf |
| Vignettes: |
Getting Started with GWPR.light 1.0.0 (source, R code) introduction_of_GWPR (source, R code) |
Downloads:
| Package source: | GWPR.light_1.0.0.tar.gz |
| Windows binaries: | r-devel: GWPR.light_1.0.0.zip, r-release: GWPR.light_1.0.0.zip, r-oldrel: GWPR.light_1.0.0.zip |
| macOS binaries: | r-release (arm64): GWPR.light_1.0.0.tgz, r-oldrel (arm64): GWPR.light_1.0.0.tgz, r-release (x86_64): GWPR.light_1.0.0.tgz, r-oldrel (x86_64): GWPR.light_1.0.0.tgz |
| Old sources: | GWPR.light archive |
Linking:
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