Spatial dependence: weighting schemes, statistics and models


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Accompanying documentation is available in the subdirectory "doc" of the installed package.

A B C D E F G I J K L M N O P Q R S T U V W X Y

-- A --

afcon Spatial patterns of conflict in Africa 1966-78
africa.rook.nb Spatial patterns of conflict in Africa 1966-78
afxy Spatial patterns of conflict in Africa 1966-78
airdist Measure distance from plot
anova.sarlm Comparison of simultaneous autoregressive models
as.data.frame.localmoransad Saddlepoint approximation of local Moran's Ii tests
auckbbs Marshall's infant mortality in Auckland dataset
auckland Marshall's infant mortality in Auckland dataset
auckpolys Marshall's infant mortality in Auckland dataset

-- B --

baltimore House sales prices, Baltimore, MD 1978
bbs Columbus OH spatial analysis data set
bbs.OLD Columbus OH spatial analysis data set - old numbering
boston Corrected Boston Housing Data

-- C --

card Cardinalities for neighbours lists
cell2nb Generate neighbours list for grid cells
chkIDs Control checking of spatial object IDs
coef.sarlm Access functions for spatial simultaneous autoregressive linear model objects
col.gal.nb Columbus OH spatial analysis data set
COL.nb Columbus OH spatial analysis data set - old numbering
COL.OLD Columbus OH spatial analysis data set - old numbering
columbus Columbus OH spatial analysis data set
complement.nb Set operations on neighborhood objects
coords Columbus OH spatial analysis data set
coords.OLD Columbus OH spatial analysis data set - old numbering

-- D --

deviance.sarlm Access functions for spatial simultaneous autoregressive linear model objects
diffnb Differences between neighbours lists
dnearneigh Neighbourhood contiguity by distance
droplinks Drop links in a neighbours list

-- E --

EBest Global Empirical Bayes estimator
EBImoran Permutation test for empirical Bayes index
EBlocal Local Empirical Bayes estimator
edit.nb Interactive editing of neighbours lists
eigenw Spatial weights matrix eigenvalues
eire Eire data sets
eire.bbs.utm Eire data sets
eire.coords.utm Eire data sets
eire.df Eire data sets
eire.nb Eire data sets
eire.polys.utm Eire data sets
errorsarlm Spatial simultaneous autoregressive error model estimation

-- F --

fitted.values.sarlm Access functions for spatial simultaneous autoregressive linear model objects

-- G --

gabrielneigh Graph based spatial weights
geary Compute Geary's C
geary.mc Permutation test for Geary's C statistic
geary.test Geary's C test for spatial autocorrelation
get.spChkOption Control checking of spatial object IDs
getisord Getis-Ord remote sensing example data
globalG.test test for spatial autocorrelation
graph2nb Graph based spatial weights

-- I --

include.self Include self in neighbours list
intersect.nb Set operations on neighborhood objects
invIrM Compute SAR generating operator
invIrW Compute SAR generating operator
is.symmetric.nb Test a neighbours list for symmetry

-- J --

joincount.mc Permutation test for same colour join count statistics
joincount.test BB join count statistic for k-coloured factors

-- K --

knearneigh K nearest neighbours for spatial weights
knn2nb Neighbours list from knn object

-- L --

lag.listw Spatial lag of a numeric vector
lagsarlm Spatial simultaneous autoregressive lag model estimation
listw2mat Spatial weights matrices for neighbours lists
listw2sn Spatial neighbour sparse representation
listw2star Saddlepoint approximation of local Moran's Ii tests
listw2U Moran's I test for residual spatial autocorrelation
lm.LMtests Lagrange Multiplier diagnostics for spatial dependence in linear models
lm.morantest Moran's I test for residual spatial autocorrelation
lm.morantest.sad Saddlepoint approximation of global Moran's I test
localG G and Gstar local spatial statistics
localmoran Local Moran's I statistic
localmoran.sad Saddlepoint approximation of local Moran's Ii tests
log.spwdet Spatial neighbour sparse representation
logLik.sarlm Likelihood ratio test
LR.sarlm Likelihood ratio test

-- M --

make.sym.nb Test a neighbours list for symmetry
mat2listw Convert a square spatial weights matrix to a weights list object
moran Compute Moran's I
moran.mc Permutation test for Moran's I statistic
moran.plot Moran scatterplot
moran.test Moran's I test for spatial autocorrelation
mrc2vi Generate neighbours list for grid cells

-- N --

n.comp.nb Depth First Search on Neighbor Lists
nb2listw Spatial weights for neighbours lists
nb2mat Spatial weights matrices for neighbours lists
nbdists Spatial link distance measures
nblag Higher order neighbours lists
nc.sids North Carolina SIDS data
ncCC89.nb North Carolina SIDS data
ncCR85.nb North Carolina SIDS data

-- O --

oldcol Columbus OH spatial analysis data set - old numbering

-- P --

paper.nb Spatial patterns of conflict in Africa 1966-78
plot.Gabriel Graph based spatial weights
plot.mc.sim Mantel-Hubert spatial general cross product statistic
plot.nb Plot a neighbours list
plot.relative Graph based spatial weights
plot.spcor Spatial correlogram
poly2nb Construct neighbours list from polygon list
polys Columbus OH spatial analysis data set
polys.OLD Columbus OH spatial analysis data set - old numbering
predict.sarlm Prediction for spatial simultaneous autoregressive linear model objects
print.jclist BB join count statistic for k-coloured factors
print.listw Print and summary function for neighbours and weights lists
print.LMtestlist Lagrange Multiplier diagnostics for spatial dependence in linear models
print.localmoransad Saddlepoint approximation of local Moran's Ii tests
print.moransad Saddlepoint approximation of global Moran's I test
print.nb Print and summary function for neighbours and weights lists
print.sarlm summary method for class sarlm
print.sarlm.pred Prediction for spatial simultaneous autoregressive linear model objects
print.spcor Spatial correlogram
print.summary.localmoransad Saddlepoint approximation of local Moran's Ii tests
print.summary.moransad Saddlepoint approximation of global Moran's I test
print.summary.sarlm summary method for class sarlm
probmap Probability mapping for rates

-- Q --

queencell Generate neighbours list for grid cells

-- R --

read.gal Read a GAL lattice file into a neighbours list
read.geoda Read a GAL lattice file into a neighbours list
read.gwt2nb Read and write GeoDa GWT spatial neighbour files
relativeneigh Graph based spatial weights
residuals.sarlm Access functions for spatial simultaneous autoregressive linear model objects
rookcell Generate neighbours list for grid cells

-- S --

set.spChkOption Control checking of spatial object IDs
setdiff.nb Set operations on neighborhood objects
sn2listw Spatial neighbour sparse representation
soi.graph Graph based spatial weights
sp.correlogram Spatial correlogram
sp.mantel.mc Mantel-Hubert spatial general cross product statistic
spdep Return package version number
spNamedVec Control checking of spatial object IDs
spwdet Spatial neighbour sparse representation
spweights.constants Provides constants for spatial weights matrices
subset.nb Subset a neighbours list
summary.listw Print and summary function for neighbours and weights lists
summary.localmoransad Saddlepoint approximation of local Moran's Ii tests
summary.moransad Saddlepoint approximation of global Moran's I test
summary.nb Print and summary function for neighbours and weights lists
summary.sarlm summary method for class sarlm
sym.attr.nb Test a neighbours list for symmetry
Szero Provides constants for spatial weights matrices

-- T --

tri2nb Neighbours list from tri object

-- U --

union.nb Set operations on neighborhood objects
usa48.nb US 1960 used car prices
used.cars US 1960 used car prices

-- V --

vi2mrc Generate neighbours list for grid cells

-- W --

write.nb.gal Write a neighbours list as a GAL lattice file
write.sn2gwt Read and write GeoDa GWT spatial neighbour files

-- X --

x Getis-Ord remote sensing example data
xyz Getis-Ord remote sensing example data

-- Y --

y Getis-Ord remote sensing example data