<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Geographically Weighted Panel Regression</dc:title>
  <dc:title>R package GWPR.light version 1.0.0</dc:title>
  <dc:description>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. </dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.5.0)</dc:relation>
  <dc:relation>Imports: fixest, glmmTMB, lmtest, plm, sf, stats, utils</dc:relation>
  <dc:relation>Suggests: future, future.apply, rmarkdown, knitr, testthat (&gt;= 3.0.0)</dc:relation>
  <dc:creator>Chao Li &lt;chaoli0394@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Chao Li [aut, cre] (ORCID: &lt;https://orcid.org/0000-0002-6854-4456&gt;),
  Shunsuke Managi [aut] (ORCID: &lt;https://orcid.org/0000-0001-7883-1427&gt;)</dc:contributor>
  <dc:rights>AGPL (&gt;= 3)</dc:rights>
  <dc:date>2026-05-29</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=GWPR.light</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.GWPR.light</dc:identifier>
</oai_dc:dc>