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Fits a geographically weighted regression model with different scales for each covariate. Uses the negative binomial distribution as default, but also accepts the normal, Poisson, or logistic distributions. Can fit the global versions of each regression and also the geographically weighted alternatives with only one scale, since they are all particular cases of the multiscale approach. Hanchen Yu (2024). "Exploring Multiscale Geographically Weighted Negative Binomial Regression", Annals of the American Association of Geographers <doi:10.1080/24694452.2023.2289986>. Fotheringham AS, Yang W, Kang W (2017). "Multiscale Geographically Weighted Regression (MGWR)", Annals of the American Association of Geographers <doi:10.1080/24694452.2017.1352480>. Da Silva AR, Rodrigues TCV (2014). "Geographically Weighted Negative Binomial Regression - incorporating overdispersion", Statistics and Computing <doi:10.1007/s11222-013-9401-9>.
| Version: | 0.2.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | sp |
| Published: | 2024-03-26 |
| DOI: | 10.32614/CRAN.package.mgwnbr |
| Author: | Juliana Rosa [aut, cre], Jéssica Vasconcelos [aut], Alan da Silva [aut] |
| Maintainer: | Juliana Rosa <julianamrosa00 at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | mgwnbr results |
| Reference manual: | mgwnbr.pdf |
| Package source: | mgwnbr_0.2.0.tar.gz |
| Windows binaries: | r-devel: mgwnbr_0.2.0.zip, r-release: mgwnbr_0.2.0.zip, r-oldrel: mgwnbr_0.2.0.zip |
| macOS binaries: | r-release (arm64): mgwnbr_0.2.0.tgz, r-oldrel (arm64): mgwnbr_0.2.0.tgz, r-release (x86_64): mgwnbr_0.2.0.tgz, r-oldrel (x86_64): mgwnbr_0.2.0.tgz |
| Old sources: | mgwnbr archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.