lctools: Local Correlation, Spatial Inequalities, Geographically Weighted Regression and Other Tools
Version 0.2-5

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.

Browse man pages Browse package API and functions Browse package files

AuthorStamatis Kalogirou [aut, cre]
Date of publication2016-09-03 23:35:11
MaintainerStamatis Kalogirou <skalo@hua.gr>
LicenseGPL (>= 2)
Version0.2-5
URL http://gisc.gr
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("lctools")

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...

Functions

FLQ Man page Source code
GR.Municipalities Man page
VotesGR Man page
acc Man page Source code
gw.glm Man page Source code
gw.glm.bw Man page Source code
gw.glm.cv Man page Source code
gw.zi Man page Source code
gw.zi.bw Man page Source code
gw.zi.cv Man page Source code
gw.zi.light Man page Source code
gw.zi.mc.test Man page Source code
gw_variable Man page Source code
gwr Man page Source code
gwr.bw Man page Source code
gwr.cv Man page Source code
l.moransI Man page Source code
lat2w Man page Source code
lcorrel Man page Source code
lctools Man page
lctools-package Man page
mc.lcorrel Man page Source code
mc.spGini Man page Source code
moransI Man page Source code
moransI.v Man page Source code
moransI.w Man page Source code
random.test.data Man page Source code
spGini Man page Source code
spGini.w Man page Source code
spg.sim.test Man page Source code
w.matrix Man page Source code

Files

inst
inst/doc
inst/doc/SpatialAutocorrelation.pdf
inst/doc/SpatialInequalities.pdf
inst/doc/SpatialAutocorrelation.R
inst/doc/SpatialInequalities.R
inst/doc/SpatialAutocorrelation.Rmd
inst/doc/SpatialInequalities.Rmd
NAMESPACE
data
data/datalist
data/VotesGR.RData
data/GR.Municipalities.RData
R
R/moransI.v.R
R/moransI.R
R/gw-variable.R
R/w.matrix.R
R/acc.R
R/lat2w.R
R/gw.zi.R
R/moransI.w.R
R/gw.glm.R
R/spGini.R
R/l.moransI.R
R/gwr.R
R/random.test.data.R
R/flq.R
R/gw.zi.mc.test.R
R/mc_spGini.R
R/gw.zi.bw.R
R/mc_correl.R
R/spg.sim.test.R
R/gwr.bw.R
R/lcorrel.R
R/spGini.w.R
R/gw.glm.bw.R
vignettes
vignettes/SpatialAutocorrelation.Rmd
vignettes/SpatialInequalities.Rmd
MD5
build
build/vignette.rds
DESCRIPTION
man
man/spGini.w.Rd
man/gw.zi.cv.Rd
man/moransI.Rd
man/gwr.cv.Rd
man/spGini.Rd
man/GR.Municipalities.Rd
man/gw.zi.light.Rd
man/lcorrel.Rd
man/gw.zi.Rd
man/gw.zi.bw.Rd
man/FLQ.Rd
man/gw.glm.cv.Rd
man/moransI.v.Rd
man/gw.glm.bw.Rd
man/lctools-package.Rd
man/mc_spGini.Rd
man/lat2w.Rd
man/l.moransI.Rd
man/w.matrix.Rd
man/moransI.w.Rd
man/gw.glm.Rd
man/acc.Rd
man/gwr.Rd
man/spg.sim.test.Rd
man/gwr.bw.Rd
man/gw.zi.mc.test.Rd
man/random.test.data.Rd
man/VotesGR.Rd
man/gw-variable.Rd
man/mc_correl.Rd
lctools documentation built on May 19, 2017, 1:07 p.m.