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' ('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>. 'spdep' >= 1.1-1 corresponds to 'spatialreg' >= 1.1-1, in which the model fitting functions are deprecated and pass through to 'spatialreg', but will mask those in 'spatialreg'. From versions 1.2-1, the functions will be made defunct in 'spdep'. For now 'spatialreg' only has functions from 'spdep', where they are shown as deprecated. 'spatialreg' only loads the namespace of 'spdep'; if you attach 'spdep', the same functions in the other package will be masked. Some feed through adequately, others do not.

Version: 1.1-3
Depends: R (≥ 3.3.0), methods, sp (≥ 1.0), spData (≥ 0.2.6.0), sf
Imports: deldir, boot (≥ 1.3-1), graphics, grDevices, utils, stats, Matrix, LearnBayes, MASS, coda, expm, gmodels, nlme
Suggests: spatialreg (≥ 1.1-1), parallel, RANN, rgeos, RColorBrewer, lattice, xtable, maptools (≥ 0.5-4), foreign, igraph, RSpectra, knitr, rgdal, classInt, tmap, spam
Published: 2019-09-18
Author: Roger Bivand ORCID iD [cre, aut], Micah Altman [ctb], Luc Anselin [ctb], Renato Assunção [ctb], Olaf Berke [ctb], Andrew Bernat [ctb], Guillaume Blanchet [ctb], Eric Blankmeyer [ctb], Marilia Carvalho [ctb], Bjarke Christensen [ctb], Yongwan Chun [ctb], Carsten Dormann [ctb], Stéphane Dray [ctb], Virgilio Gómez-Rubio [ctb], Martin Gubri [ctb], Rein Halbersma [ctb], Elias Krainski [ctb], Pierre Legendre [ctb], Nicholas Lewin-Koh [ctb], Angela Li [ctb], Hongfei Li [ctb], Jielai Ma [ctb], Abhirup Mallik [ctb, trl], Giovanni Millo [ctb], Werner Mueller [ctb], Hisaji Ono [ctb], Pedro Peres-Neto [ctb], Gianfranco Piras [ctb], Markus Reder [ctb], Michael Tiefelsdorf [ctb], René Westerholt [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/
NeedsCompilation: yes
Citation: spdep citation info
Materials: ChangeLog
In views: Spatial
CRAN checks: spdep results

Downloads:

Reference manual: spdep.pdf
Vignettes: The Problem of Spatial Autocorrelation:” forty years on
Spatial weights objects as sparse matrices and graphs
Creating Neighbours using sf objects
Introduction to the North Carolina SIDS data set (re-revised)
Creating Neighbours
Package source: spdep_1.1-3.tar.gz
Windows binaries: r-devel: spdep_1.1-3.zip, r-release: spdep_1.1-3.zip, r-oldrel: spdep_1.1-3.zip
OS X binaries: r-release: spdep_1.1-3.tgz, r-oldrel: spdep_1.1-3.tgz
Old sources: spdep archive

Reverse dependencies:

Reverse depends: AMOEBA, BSPADATA, Compind, DCluster, Digiroo2, ibeemd, LS2Wstat, spatialprobit, spfrontier, splm, ssfa
Reverse imports: adegenet, adespatial, agricolae, CARBayes, CARBayesST, ClustGeo, DNLC, DRHotNet, expp, FlexScan, GeNetIt, geomerge, gwer, GWmodel, HSAR, INLABMA, LabourMarketAreas, latticeDensity, mclcar, mdsOpt, medfate, meteoland, OasisR, pgirmess, PReMiuM, redist, ref.ICAR, saeRobust, saeSim, smartR, spacom, spANOVA, spatialEco, SpatialEpi, SpatialEpiApp, spatialreg, spemd, spGARCH, sphet, spmoran, spsur, stampr, SUMMER, zooaRchGUI
Reverse suggests: ade4, adegraphics, ASGS.foyer, bamlss, BayesX, brms, constrainedKriging, DatabionicSwarm, diseasemapping, epiphy, FRK, gamlss.spatial, Guerry, loo, McSpatial, plm, prabclus, prioritizr, ProjectionBasedClustering, R.SamBada, R2BayesX, rflexscan, seg, sharpshootR, spData, spgwr, starma, subniche, surveillance
Reverse enhances: MuMIn, stargazer, texreg

Linking:

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