Spatial Dependence: Weighting Schemes, Statistics and Models

aggregate.nb | Aggregate a spatial neighbours object |

airdist | Measure distance from plot |

anova.sarlm | Comparison of simultaneous autoregressive models |

aple | Approximate profile-likelihood estimator (APLE) |

aple.mc | Approximate profile-likelihood estimator (APLE) permutation... |

aple.plot | Approximate profile-likelihood estimator (APLE) scatterplot |

as_dgRMatrix_listw | Interface between Matrix class objects and weights lists |

autocov_dist | Distance-weighted autocovariate |

bhicv | Data set with 4 life condition indices of Belo Horizonte... |

bptest.sarlm | Breusch-Pagan test for spatial models |

card | Cardinalities for neighbours lists |

cell2nb | Generate neighbours list for grid cells |

choynowski | Choynowski probability map values |

COL.OLD | Columbus OH spatial analysis data set - old numbering |

columbus | Columbus OH spatial analysis data set |

compon | Depth First Search on Neighbor Lists |

diffnb | Differences between neighbours lists |

dnearneigh | Neighbourhood contiguity by distance |

do_ldet | Spatial regression model Jacobian computations |

droplinks | Drop links in a neighbours list |

EBest | Global Empirical Bayes estimator |

EBImoran.mc | 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 |

errorsarlm | Spatial simultaneous autoregressive error model estimation |

geary | Compute Geary's C |

geary.mc | Permutation test for Geary's C statistic |

geary.test | Geary's C test for spatial autocorrelation |

globalG.test | Global G test for spatial autocorrelation |

GMerrorsar | Spatial simultaneous autoregressive error model estimation by... |

graphneigh | Graph based spatial weights |

grid2nb | Construct neighbours for a GridTopology |

gstsls | Spatial simultaneous autoregressive SAC model estimation by... |

impacts.sarlm | Impacts in spatial lag models |

include.self | Include self in neighbours list |

invIrM | Compute SAR generating operator |

joincount.mc | Permutation test for same colour join count statistics |

joincount.multi | BB, BW and Jtot join count statistic for k-coloured factors |

joincount.test | BB join count statistic for k-coloured factors |

knearneigh | K nearest neighbours for spatial weights |

knn2nb | Neighbours list from knn object |

lag.listw | Spatial lag of a numeric vector |

lagmess | Matrix exponential spatial lag model |

lagsarlm | Spatial simultaneous autoregressive lag model estimation |

lee | Compute Lee's statistic |

lee.mc | Permutation test for Lee's L statistic |

lee.test | Lee's L test for spatial autocorrelation |

lextrB | Find extreme eigenvalues of binary symmetric spatial weights |

listw2sn | Spatial neighbour sparse representation |

lm.LMtests | Lagrange Multiplier diagnostics for spatial dependence in... |

lm.morantest | Moran's I test for residual spatial autocorrelation |

lm.morantest.exact | Exact global Moran's I test |

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.exact | Exact local Moran's Ii tests |

localmoran.sad | Saddlepoint approximation of local Moran's Ii tests |

LOSH | Local spatial heteroscedasticity |

LOSH.cs | Chi-square based test for local spatial heteroscedasticity |

LOSH.mc | Bootstrapping-based test for local spatial heteroscedasticity |

LR.sarlm | Likelihood ratio test |

mat2listw | Convert a square spatial weights matrix to a weights list... |

MCMCsamp | MCMC sample from fitted spatial regression |

ME | Moran eigenvector GLM filtering |

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 |

mstree | Find the minimal spanning tree |

nb2blocknb | Block up neighbour list for location-less observations |

nb2INLA | Output spatial neighbours for INLA |

nb2lines | Use arc-type shapefiles for import and export of weights |

nb2listw | Spatial weights for neighbours lists |

nb2mat | Spatial weights matrices for neighbours lists |

nb2WB | Output spatial weights for WinBUGS |

nbcosts | Compute cost of edges |

nbdists | Spatial link distance measures |

nblag | Higher order neighbours lists |

nboperations | Set operations on neighborhood objects |

p.adjustSP | Adjust local association measures' p-values |

plot.mst | Plot the Minimum Spanning Tree |

plot.nb | Plot a neighbours list |

plot.skater | Plot the object of skater class |

poly2nb | Construct neighbours list from polygon list |

predict.sarlm | Prediction for spatial simultaneous autoregressive linear... |

probmap | Probability mapping for rates |

prunecost | Compute cost of prune each edge |

prunemst | Prune a Minimun Spanning Tree |

read.gal | Read a GAL lattice file into a neighbours list |

read.gwt2nb | Read and write spatial neighbour files |

residuals.sarlm | Access functions for spatial simultaneous autoregressive... |

rotation | Rotate a set of point by a certain angle |

sacsarlm | Spatial simultaneous autoregressive SAC model estimation |

set.mcOption | Options for parallel support |

set.spChkOption | Control checking of spatial object IDs |

similar.listw | Create symmetric similar weights lists |

skater | Spatial 'K'luster Analysis by Tree Edge Removal |

SpatialFiltering | Semi-parametric spatial filtering |

spautolm | Spatial conditional and simultaneous autoregression model... |

sp.correlogram | Spatial correlogram |

spdep | Return package version number |

sp.mantel.mc | Mantel-Hubert spatial general cross product statistic |

spweights.constants | Provides constants for spatial weights matrices |

ssw | Compute the sum of dissimilarity |

stsls | Generalized spatial two stage least squares |

subset.listw | Subset a spatial weights list |

subset.nb | Subset a neighbours list |

summary.nb | Print and summary function for neighbours and weights lists |

summary.sarlm | summary method for class sarlm |

testnb | Test a neighbours list for symmetry |

tolerance.nb | Function to construct edges based on a tolerance angle and a... |

tri2nb | Neighbours list from tri object |

trW | Spatial weights matrix powers traces |

write.nb.gal | Write a neighbours list as a GAL lattice file |

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