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


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Documentation for package ‘lctools’ version 0.2-10

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lctools-package Local Correlation, Spatial Inequalities, Spatial Regression and Other Tools
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 Weighted Regression (GGWR)
gw.glm.cv A specific version of the function gw.glm
gw.glm.light A light version of the Generalised Geographically Weighted Regression (GGWR)
gw.glm.mc.test Significance test for the spatial variation of the Generalised Geographically Weighted Regression local parameter estimates
gw.zi Geographically Weighted Zero Inflated Poisson Regression (GWZIPR)
gw.zi.bw Optimal bandwidth estimation for Geographically Weighted Zero Inflated Poisson Regression (GWZIPR)
gw.zi.cv A specific version of the function gw.zi
gw.zi.light A light version of the Geographically Weighted Zero Inflated Poisson Regression (GWZIPR)
gw.zi.mc.test Significance test for the spatial variation of the GWZIPR local parameter estimates
gwr Geographically Weighted Regression (GWR)
gwr.bw Optimal bandwidth estimation for Geographically Weighted Regression (GWR)
gwr.cv A specific version of the function gwr
gw_variable Spatial Interaction Models: gw / regional variable
l.moransI Local Moran's I classic statistic for assessing spatial autocorrelation
lat2w Contiguity-based weights matrix for a regular grid
lcorrel Local Pearson and GW Pearson Correlation
lctools Local Correlation, Spatial Inequalities, Spatial Regression and Other Tools
mc.lcorrel Monte Carlo simulation for the significance of the local correlation coefficients
mc.spGini Monte Carlo simulation for the significance of the Spatial Gini coefficient
moransI Moran's I classic statistic for assessing spatial autocorrelation
moransI.v Computes a vector of Moran's I statistics.
moransI.w Moran's I classic statistic for assessing spatial autocorrelation using a ready made weights matrix.
random.test.data Radmom data generator
spGini Spatial Gini coefficient
spGini.w Spatial Gini coefficient with a given weights matrix
VotesGR New Democracy and Total Votes in Greece in 2012
w.matrix Weights Matrix based on a number of nearest neighbours or a fixed distance