Package: bispdep 1.0-1

bispdep: Statistical Tools for Bivariate Spatial Dependence Analysis

A collection of functions to test spatial autocorrelation between variables, including Moran I, Geary C and Getis G together with scatter plots, functions for mapping and identifying clusters and outliers, functions associated with the moments of the previous statistics that will allow testing whether there is bivariate spatial autocorrelation, and a function that allows identifying (visualizing neighbours) on the map, the neighbors of any region once the scheme of the spatial weights matrix has been established.

Authors:Carlos Melo [aut, cre], Oscar Melo [ctb], Sandra Melo [ctb]

bispdep_1.0-1.tar.gz
bispdep_1.0-1.zip(r-4.7)bispdep_1.0-1.zip(r-4.6)bispdep_1.0-1.zip(r-4.5)
bispdep_1.0-1.tgz(r-4.6-any)bispdep_1.0-1.tgz(r-4.5-any)
bispdep_1.0-1.tar.gz(r-4.7-any)bispdep_1.0-1.tar.gz(r-4.6-any)
bispdep_1.0-1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
bispdep/json (API)

# Install 'bispdep' in R:

install.packages('bispdep', repos = c('https://carlosm77.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/carlosm77/bispdep/issues

On CRAN:

2.00 score 1 stars 2 scripts 242 downloads 22 exports 55 dependencies

Last updated from:e1f8465d53. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	163
source / vignettes	OK	130
linux-release-x86_64	OK	208
macos-release-arm64	OK	160
macos-oldrel-arm64	OK	167
windows-devel	OK	112
windows-release	OK	111
windows-oldrel	OK	111
wasm-release	OK	121

Exports:connectivity.map correlogram correlogram.bi geary.bi gearybi.test getis.cluster localmoran.bi moran.bi moran.cluster moranbi.cluster moranbi.mc moranbi.plot moranbi.test moranbir.test plot.correlogram plot.correlogrambi plot.spcorbi print.correlogram print.correlogrambi print.spcorbi randomize_vector spcorrelogram.bi

Dependencies:backports boot checkmate class classInt cli coda codetools combinat cpp11 data.table DBI deldir e1071 farver Formula generics ggplot2 glue gtable insight isoband KernSmooth labeling lattice LearnBayes lifecycle marginaleffects MASS Matrix multcomp mvtnorm nlme proxy R6 RColorBrewer Rcpp rlang s2 S7 sandwich scales sf sp spatialreg spData spdep survival TH.data units vctrs viridisLite withr wk zoo

Help page	Topics
Map of spatial connectivity	connectivity.map
Computes Moran's or Geary's coefficients on distance classes	correlogram plot.correlogram print.correlogram
Computes Bivariate Moran's or Geary's coefficients on distance classes	correlogram.bi plot.correlogrambi print.correlogrambi
Compute Bivariate Geary's Cxy	geary.bi
Bivariate Geary's Cxy test for spatial autocorrelation	gearybi.test
Getis and Ord's Gi* Cluster and Significance Map	getis.cluster
BiLISA - Bivariate Local Indicators of Spatial Association Moran's Ixy statistic	localmoran.bi localmoran_perm
Compute Bivariate Moran's Ixy	moran.bi
Maps of LISA clusters and statistical significance associated with LISA	moran.cluster
Maps of BiLISA clusters and statistical significance associated with BiLISA	moranbi.cluster
Permutation test for bivariate Moran's Ixy statistic	moranbi.mc
Bivariate Moran scatterplot	moranbi.plot
Moran's Ixy test for bivariate spatial autocorrelation	moranbi.test
Moran's Ixy test using Monte Carlo permutations for bivariate spatial autocorrelation	moranbir.test
Generate a random sample from other vector	randomize_vector
Bivariate spatial correlogram	plot.spcorbi print.spcorbi spcorrelogram.bi

Package: bispdep 1.0-1

bispdep: Statistical Tools for Bivariate Spatial Dependence Analysis

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Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)