spdep: Spatial Dependence: Weighting Schemes, Statistics
A collection of functions to create spatial weights matrix objects from polygon 'contiguities', from point patterns by distance and tessellations, for summarizing these objects, and for permitting their use in spatial data analysis, including regional aggregation by minimum spanning tree; a collection of tests for spatial 'autocorrelation', including global 'Morans I' and 'Gearys C' proposed by 'Cliff' and 'Ord' (1973, ISBN: 0850860369) and (1981, ISBN: 0850860814), 'Hubert/Mantel' general cross product statistic, Empirical Bayes estimates and 'Assunção/Reis' (1999) <doi:10.1002/(SICI)1097-0258(19990830)18:16%3C2147::AID-SIM179%3E3.0.CO;2-I> Index, 'Getis/Ord' G ('Getis' and 'Ord' 1992) <doi:10.1111/j.1538-4632.1992.tb00261.x> and multicoloured join count statistics, 'APLE' ('Li 'et al.' ) <doi:10.1111/j.1538-4632.2007.00708.x>, local 'Moran's I', 'Gearys C' ('Anselin' 1995) <doi:10.1111/j.1538-4632.1995.tb00338.x> and 'Getis/Ord' G ('Ord' and 'Getis' 1995) <doi:10.1111/j.1538-4632.1995.tb00912.x>, 'saddlepoint' approximations ('Tiefelsdorf' 2002) <doi:10.1111/j.1538-4632.2002.tb01084.x> and exact tests for global and local 'Moran's I' ('Bivand et al.' 2009) <doi:10.1016/j.csda.2008.07.021> and 'LOSH' local indicators of spatial heteroscedasticity ('Ord' and 'Getis') <doi:10.1007/s00168-011-0492-y>. The implementation of most of the measures is described in 'Bivand' and 'Wong' (2018) <doi:10.1007/s11749-018-0599-x>, with further extensions in 'Bivand' (2022) <doi:10.1111/gean.12319>. From 'spdep' and 'spatialreg' versions >= 1.2-1, the model fitting functions previously present in this package are defunct in 'spdep' and may be found in 'spatialreg'.
| Version: | 1.2-5 |
| Depends: | R (≥ 3.3.0), methods, sp (≥ 1.0), spData (≥ 0.2.6.0), sf |
| Imports: | stats, deldir, boot (≥ 1.3-1), graphics, utils, grDevices, units, s2, e1071 |
| Suggests: | spatialreg (≥ 1.2-1), Matrix, parallel, dbscan, rgeos, RColorBrewer, lattice, xtable, maptools (≥ 0.5-4), foreign, igraph, RSpectra, knitr, rgdal, classInt, tmap, spam, ggplot2, rmarkdown, tinytest, rgeoda |
| Published: | 2022-08-11 |
| Author: | Roger Bivand 
[cre, aut],
Micah Altman [ctb],
Luc Anselin [ctb],
Renato Assunção [ctb],
Olaf Berke [ctb],
Guillaume Blanchet [ctb],
Marilia Carvalho [ctb],
Bjarke Christensen [ctb],
Yongwan Chun [ctb],
Carsten Dormann [ctb],
Stéphane Dray [ctb],
Dewey Dunnington
[ctb],
Virgilio Gómez-Rubio [ctb],
Elias Krainski [ctb],
Pierre Legendre [ctb],
Nicholas Lewin-Koh [ctb],
Angela Li [ctb],
Giovanni Millo [ctb],
Werner Mueller [ctb],
Hisaji Ono [ctb],
Josiah Parry
[ctb],
Pedro Peres-Neto [ctb],
Gianfranco Piras [ctb],
Markus Reder [ctb],
Jeff Sauer [ctb],
Michael Tiefelsdorf [ctb],
René Westerholt [ctb],
Levi Wolf [ctb],
Danlin Yu [ctb] |
| Maintainer: | Roger Bivand <Roger.Bivand at nhh.no> |
| BugReports: | https://github.com/r-spatial/spdep/issues/ |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/r-spatial/spdep/, https://r-spatial.github.io/spdep/ |
| NeedsCompilation: | yes |
| Citation: | spdep citation info |
| Materials: | NEWS ChangeLog |
| In views: | Spatial |
| CRAN checks: | spdep results |
Documentation:
Downloads:
| Package source: | spdep_1.2-5.tar.gz |
| Windows binaries: | r-devel: spdep_1.2-5.zip, r-release: spdep_1.2-5.zip, r-oldrel: spdep_1.2-5.zip |
| macOS binaries: | r-release (arm64): spdep_1.2-5.tgz, r-oldrel (arm64): spdep_1.2-5.tgz, r-release (x86_64): spdep_1.2-5.tgz, r-oldrel (x86_64): spdep_1.2-5.tgz |
| Old sources: | spdep archive |
Reverse dependencies:
Linking:
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