Techniques from a particular branch of spatial statistics,termed geographically-weighted (GW) models. GW models suit situations when data are not described well by some global model, but where there are spatial regions where a suitably localised calibration provides a better description. 'GWmodel' includes functions to calibrate: GW summary statistics (Brunsdon et al. 2002)<doi:10.1016/s0198-9715(01)00009-6>, GW principal components analysis (Harris et al. 2011)<doi:10.1080/13658816.2011.554838>, GW discriminant analysis (Brunsdon et al. 2007)<doi:10.1111/j.1538-4632.2007.00709.x> and various forms of GW regression (Brunsdon et al. 1996)<doi:10.1111/j.1538-4632.1996.tb00936.x>; some of which are provided in basic and robust (outlier resistant) forms.
| Version: | 2.1-3 |
| Depends: | R (≥ 3.0.0), maptools (≥ 0.5-2), robustbase, sp, Rcpp, spatialreg |
| Imports: | methods, grDevices, stats, graphics, spacetime, spdep, FNN |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | mvoutlier, RColorBrewer, gstat, spData |
| Published: | 2019-07-15 |
| Author: | Binbin Lu[aut], Paul Harris[aut], Martin Charlton[aut], Chris Brunsdon[aut], Tomoki Nakaya[aut], Daisuke Murakami[aut],Isabella Gollini[ctb] |
| Maintainer: | Binbin Lu <binbinlu at whu.edu.cn> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | http://gwr.nuim.ie/ |
| NeedsCompilation: | yes |
| Citation: | GWmodel citation info |
| In views: | Spatial |
| CRAN checks: | GWmodel results |
| Reference manual: | GWmodel.pdf |
| Package source: | GWmodel_2.1-3.tar.gz |
| Windows binaries: | r-devel: GWmodel_2.1-3.zip, r-devel-gcc8: GWmodel_2.1-3.zip, r-release: GWmodel_2.1-3.zip, r-oldrel: GWmodel_2.1-3.zip |
| OS X binaries: | r-release: GWmodel_2.1-3.tgz, r-oldrel: GWmodel_2.1-3.tgz |
| Old sources: | GWmodel archive |
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