Package: GWPR.light 1.0.0

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.

Authors:Chao Li [aut, cre], Shunsuke Managi [aut]

GWPR.light_1.0.0.tar.gz
GWPR.light_1.0.0.zip(r-4.7)GWPR.light_1.0.0.zip(r-4.6)GWPR.light_1.0.0.zip(r-4.5)
GWPR.light_1.0.0.tgz(r-4.6-any)GWPR.light_1.0.0.tgz(r-4.5-any)
GWPR.light_1.0.0.tar.gz(r-4.7-any)GWPR.light_1.0.0.tar.gz(r-4.6-any)
GWPR.light_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
GWPR.light/json (API)
NEWS

# Install 'GWPR.light' in R:
install.packages('GWPR.light', repos = c('https://michaelchaoli-cpu.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/michaelchaoli-cpu/gwpr.light/issues

Datasets:

On CRAN:

Conda:

5.30 score 10 stars 21 downloads 10 exports 84 dependencies

Last updated from:0741cc04b7. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK167
source / vignettesOK216
linux-release-x86_64OK162
macos-release-arm64OK211
macos-oldrel-arm64OK161
windows-develOK115
windows-releaseOK113
windows-oldrelOK164
wasm-releaseOK147

Exports:diagnose_gwprdiagnose_hausmandiagnose_lmdiagnose_local_fdiagnose_moranfit_gwprgwprparallel_mapselect_bandwidthwith_reproducible_seed

Dependencies:backportsbdsmatrixbootbroomclassclassIntclicollapsecolorspacecowplotcpp11DBIDerivdigestdoBydplyrdreamerre1071farverfixestforecastFormulafracdiffgenericsggplot2glmmTMBgluegtableisobandKernSmoothlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixmaxLikmgcvmicrobenchmarkminqamiscToolsmodelrnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigplmproxypurrrR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangs2S7sandwichscalessfstringistringmagicstringrtibbletidyrtidyselecttimeDateTMBunitsurcautf8vctrsviridisLitewithrwkzoo

Getting Started with GWPR.light 1.0.0

Rendered fromgwpr-introduction.Rmdusingknitr::rmarkdownon May 30 2026.

Last update: 2026-05-17
Started: 2026-05-17

The Introduction of GWPR: from the Scratch

Rendered fromintroduction_of_GWPR.Rmdusingknitr::rmarkdownon May 30 2026.

Last update: 2026-05-21
Started: 2021-10-05