spdep

Spatial Dependence: Weighting Schemes, Statistics and Models

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', 'APLE', 'Gearys C', 'Hubert/Mantel' general cross product statistic, Empirical Bayes estimates and 'Assunção/Reis' Index, 'Getis/Ord' G and multicoloured join count statistics, local 'Moran's I' and 'Getis/Ord' G, 'saddlepoint' approximations, exact tests for global and local 'Moran's I' and 'LOSH' local indicators of spatial heteroscedasticity; and functions for estimating spatial simultaneous 'autoregressive' ('SAR') lag, error, general nested spatial and 'SARAR' models using maximum likelihood and 'MCMC', impact measures for lag, spatial 'Durbin', 'SLX', spatial 'Durbin' error, 'SARAR' and 'GNS' models, weighted and 'unweighted' 'SAR' and 'CAR' spatial regression models, semi-parametric and Moran 'eigenvector' spatial filtering, 'GM SAR' error models, and generalized spatial two stage least squares models.

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Description file content

Package
spdep
Version
1.0-2
Date
2019-02-11
Title
Spatial Dependence: Weighting Schemes, Statistics and Models
Encoding
UTF-8
Depends
R (>= 3.3.0), methods, sp (>= 1.0), Matrix (>= 1.0.12), spData (>= 0.2.6.0), sf
Imports
LearnBayes, deldir, boot (>= 1.3-1), splines, coda, nlme, MASS, stats, gmodels, expm, graphics, grDevices, utils
Suggests
parallel, spam (>= 2.1-0), RANN, rgeos, RColorBrewer, lattice, xtable, maptools (>= 0.5-4), foreign, igraph, RSpectra, knitr, rgdal, classInt, tmap
URL
BugReports
https://github.com/r-spatial/spdep/issues/
Description
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', 'APLE', 'Gearys C', 'Hubert/Mantel' general cross product statistic, Empirical Bayes estimates and 'Assunção/Reis' Index, 'Getis/Ord' G and multicoloured join count statistics, local 'Moran's I' and 'Getis/Ord' G, 'saddlepoint' approximations, exact tests for global and local 'Moran's I' and 'LOSH' local indicators of spatial heteroscedasticity; and functions for estimating spatial simultaneous 'autoregressive' ('SAR') lag, error, general nested spatial and 'SARAR' models using maximum likelihood and 'MCMC', impact measures for lag, spatial 'Durbin', 'SLX', spatial 'Durbin' error, 'SARAR' and 'GNS' models, weighted and 'unweighted' 'SAR' and 'CAR' spatial regression models, semi-parametric and Moran 'eigenvector' spatial filtering, 'GM SAR' error models, and generalized spatial two stage least squares models.
License
GPL (>= 2)
VignetteBuilder
knitr
RoxygenNote
6.1.1
NeedsCompilation
yes
Packaged
2019-02-13 09:03:57 UTC; rsb
Author
Roger Bivand [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
Repository
CRAN
Date/Publication
2019-02-13 10:10:02 UTC

install.packages('spdep')

1.0-2

a month ago

https://github.com/r-spatial/spdep/

Roger Bivand

GPL (>= 2)

Depends on

R (>= 3.3.0), methods, sp (>= 1.0), Matrix (>= 1.0.12), spData (>= 0.2.6.0), sf

Imports

LearnBayes, deldir, boot (>= 1.3-1), splines, coda, nlme, MASS, stats, gmodels, expm, graphics, grDevices, utils

Suggests

parallel, spam (>= 2.1-0), RANN, rgeos, RColorBrewer, lattice, xtable, maptools (>= 0.5-4), foreign, igraph, RSpectra, knitr, rgdal, classInt, tmap

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