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.

AuthorStamatis Kalogirou [aut, cre]
Date of publication2016-09-03 23:35:11
MaintainerStamatis Kalogirou <skalo@hua.gr>
LicenseGPL (>= 2)
Version0.2-5
http://gisc.gr

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...

Functions

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

Files

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

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