# Local and Geographically Weighted Spatial Statistics Tools

## Documentation for package ‘lctools’ version 0.3

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

lctools-package | Local and Geographically Weighted Spatial Statistics 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 and Geographically Weighted Spatial Statistics 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