lctools: Local Correlation, Spatial Inequalities, Geographically Weighted Regression and Other Tools

The main purpose of lctools is to provide researchers and educators with easy-to-learn user friendly tools for calculating key spatial statistics and to apply simple as well as advanced methods of spatial analysis in real data. These include: Local Pearson and Geographically Weighted Pearson Correlation Coefficients, Spatial Inequality Measures (Gini, Spatial Gini, LQ, Focal LQ), Spatial Autocorrelation (Global and Local Moran's I), several Geographically Weighted Regression techniques and other Spatial Analysis tools (other geographically weighted statistics). This package also contains functions for measuring the significance of each statistic calculated, mainly based on Monte Carlo simulations.

Author
Stamatis Kalogirou [aut, cre]
Date of publication
2016-09-03 23:35:11
Maintainer
Stamatis Kalogirou <skalo@hua.gr>
License
GPL (>= 2)
Version
0.2-5
URLs

View on CRAN

Man pages

acc
Spatial Interaction Models: Destination Accessibility
FLQ
Focal Location Quotient
GR.Municipalities
Municipalities in Greece in 2011
gw.glm
Generalised Geographically Weighted Regression (GGWR)
gw.glm.bw
Optimal bandwidth estimation for Generalised Geographically...
gw.glm.cv
A specific version of the function gw.glm
gwr
Geographically Weighted Regression (GWR)
gwr.bw
Optimal bandwidth estimation for Geographically Weighted...
gwr.cv
A specific version of the function gwr
gw-variable
Spatial Interaction Models: gw / regional variable
gw.zi
Geographically Weighted Zero Inflated Poisson Regression...
gw.zi.bw
Optimal bandwidth estimation for Geographically Weighted Zero...
gw.zi.cv
A specific version of the function gw.zi
gw.zi.light
A light version of the Geographically Weighted Zero Inflated...
gw.zi.mc.test
Significance test for the spatial variation of the GWZIPR...
lat2w
Contiguity-based weights matrix for a regular grid
lcorrel
Local Pearson and GW Pearson Correlation
lctools-package
Local Correlation, Spatial Inequalities, Spatial Regression...
l.moransI
Local Moran's I classic statistic for assessing spatial...
mc_correl
Monte Carlo simulation for the significance of the local...
mc_spGini
Monte Carlo simulation for the significance of the Spatial...
moransI
Moran's I classic statistic for assessing spatial...
moransI.v
Computes a vector of Moran's I statistics.
moransI.w
Moran's I classic statistic for assessing spatial...
random.test.data
Radmom data generator
spGini
Spatial Gini coefficient
spGini.w
Spatial Gini coefficient with a given weights matrix
spg.sim.test
Simulation test (Rey & Smith, 2013))
VotesGR
New Democracy and Total Votes in Greece in 2012
w.matrix
Weights Matrix based on a number of nearest neighbours or a...

Files in this package

lctools
lctools/inst
lctools/inst/doc
lctools/inst/doc/SpatialAutocorrelation.pdf
lctools/inst/doc/SpatialInequalities.pdf
lctools/inst/doc/SpatialAutocorrelation.R
lctools/inst/doc/SpatialInequalities.R
lctools/inst/doc/SpatialAutocorrelation.Rmd
lctools/inst/doc/SpatialInequalities.Rmd
lctools/NAMESPACE
lctools/data
lctools/data/datalist
lctools/data/VotesGR.RData
lctools/data/GR.Municipalities.RData
lctools/R
lctools/R/moransI.v.R
lctools/R/moransI.R
lctools/R/gw-variable.R
lctools/R/w.matrix.R
lctools/R/acc.R
lctools/R/lat2w.R
lctools/R/gw.zi.R
lctools/R/moransI.w.R
lctools/R/gw.glm.R
lctools/R/spGini.R
lctools/R/l.moransI.R
lctools/R/gwr.R
lctools/R/random.test.data.R
lctools/R/flq.R
lctools/R/gw.zi.mc.test.R
lctools/R/mc_spGini.R
lctools/R/gw.zi.bw.R
lctools/R/mc_correl.R
lctools/R/spg.sim.test.R
lctools/R/gwr.bw.R
lctools/R/lcorrel.R
lctools/R/spGini.w.R
lctools/R/gw.glm.bw.R
lctools/vignettes
lctools/vignettes/SpatialAutocorrelation.Rmd
lctools/vignettes/SpatialInequalities.Rmd
lctools/MD5
lctools/build
lctools/build/vignette.rds
lctools/DESCRIPTION
lctools/man
lctools/man/spGini.w.Rd
lctools/man/gw.zi.cv.Rd
lctools/man/moransI.Rd
lctools/man/gwr.cv.Rd
lctools/man/spGini.Rd
lctools/man/GR.Municipalities.Rd
lctools/man/gw.zi.light.Rd
lctools/man/lcorrel.Rd
lctools/man/gw.zi.Rd
lctools/man/gw.zi.bw.Rd
lctools/man/FLQ.Rd
lctools/man/gw.glm.cv.Rd
lctools/man/moransI.v.Rd
lctools/man/gw.glm.bw.Rd
lctools/man/lctools-package.Rd
lctools/man/mc_spGini.Rd
lctools/man/lat2w.Rd
lctools/man/l.moransI.Rd
lctools/man/w.matrix.Rd
lctools/man/moransI.w.Rd
lctools/man/gw.glm.Rd
lctools/man/acc.Rd
lctools/man/gwr.Rd
lctools/man/spg.sim.test.Rd
lctools/man/gwr.bw.Rd
lctools/man/gw.zi.mc.test.Rd
lctools/man/random.test.data.Rd
lctools/man/VotesGR.Rd
lctools/man/gw-variable.Rd
lctools/man/mc_correl.Rd