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Fits a geographically weighted regression model using zero inflated probability distributions. Has the zero inflated negative binomial distribution (zinb) as default, but also accepts the zero inflated Poisson (zip), negative binomial (negbin) and Poisson distributions. Can also fit the global versions of each regression model. Da Silva, A. R. & De Sousa, M. D. R. (2023). "Geographically weighted zero-inflated negative binomial regression: A general case for count data", Spatial Statistics <doi:10.1016/j.spasta.2023.100790>. Brunsdon, C., Fotheringham, A. S., & Charlton, M. E. (1996). "Geographically weighted regression: a method for exploring spatial nonstationarity", Geographical Analysis, <doi:10.1111/j.1538-4632.1996.tb00936.x>. Yau, K. K. W., Wang, K., & Lee, A. H. (2003). "Zero-inflated negative binomial mixed regression modeling of over-dispersed count data with extra zeros", Biometrical Journal, <doi:10.1002/bimj.200390024>.
| Version: | 0.1.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | sp |
| Published: | 2024-06-10 |
| DOI: | 10.32614/CRAN.package.gwzinbr |
| Author: | Jéssica Vasconcelos [aut, cre], Juliana Rosa [aut], Alan da Silva [aut] |
| Maintainer: | Jéssica Vasconcelos <jehh.vasconcelosabreu at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | gwzinbr results |
| Reference manual: | gwzinbr.pdf |
| Package source: | gwzinbr_0.1.0.tar.gz |
| Windows binaries: | r-devel: gwzinbr_0.1.0.zip, r-release: gwzinbr_0.1.0.zip, r-oldrel: gwzinbr_0.1.0.zip |
| macOS binaries: | r-release (arm64): gwzinbr_0.1.0.tgz, r-oldrel (arm64): gwzinbr_0.1.0.tgz, r-release (x86_64): gwzinbr_0.1.0.tgz, r-oldrel (x86_64): gwzinbr_0.1.0.tgz |
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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.