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spdep (version 0.3-8)

Spatial dependence: weighting schemes, statistics and models

Description

A collection of functions to create spatial weights matrix objects from polygon contiguities (including the creation of polygon lists from imported shapefiles), from point patterns by distance and tesselations, for summarising these objects, and for permitting their use in spatial data analysis; a collection of tests for spatial autocorrelation, including global Moran's I, Geary's C, Hubert/Mantel general cross product statistic, Empirical Bayes estimates and Assun��o/Reis Index, Getis/Ord G and multicoloured join count statistics, local Moran's I and Getis/Ord G, saddlepoint approximations for global and local Moran's I; and functions for estimating spatial simultaneous autoregressive (SAR) models.

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Version

Install

install.packages('spdep')

Monthly Downloads

40,443

Version

0.3-8

License

GPL version 2 or newer

Maintainer

Roger Bivand

Last Published

January 20th, 2025

Functions in spdep (0.3-8)

set.spChkOption

Control checking of spatial object IDs

lm.morantest.sad

Saddlepoint approximation of global Moran's I test

nb.set.operations

Set operations on neighborhood objects

Block up neighbour list for location-less observations

G and Gstar local spatial statistics

Measure distance from plot

Neighbourhood contiguity by distance

Drop links in a neighbours list

Neighbours list from knn object

is.symmetric.nb

Test a neighbours list for symmetry

Moran's I test for spatial autocorrelation

Permutation test for same colour join count statistics

Interactive editing of neighbours lists

Create symmetric similar weights lists

Global Empirical Bayes estimator

Subset a neighbours list

Spatial simultaneous autoregressive error model estimation

Permutation test for Moran's I statistic

asMatrixCsrListw

Convert spatial weights list to CSR matrix form

Comparison of simultaneous autoregressive models

Adjust local association measures' p-values

residuals.sarlm

Access functions for spatial simultaneous autoregressive linear model objects

Neighbours list from tri object

Spatial correlogram

Likelihood ratio test

Geary's C test for spatial autocorrelation

Graph based spatial weights

Local Empirical Bayes estimator

Spatial weights for neighbours lists

Permutation test for empirical Bayes index

Prediction for spatial simultaneous autoregressive linear model objects

Cardinalities for neighbours lists

House sales prices, Baltimore, MD 1978

Moran scatterplot

Spatial link distance measures

Choynowski probability map values

Read and write spatial neighbour files

K nearest neighbours for spatial weights

Hopkins burnt savanna herb remains

Spatial weights matrix eigenvalues

test for spatial autocorrelation

BB join count statistic for k-coloured factors

Lagrange Multiplier diagnostics for spatial dependence in linear models

spweights.constants

Provides constants for spatial weights matrices

Breusch-Pagan test for spatial models

Convert a square spatial weights matrix to a weights list object

Spatial neighbour sparse representation

Compute Moran's I

Saddlepoint approximation of local Moran's Ii tests

Differences between neighbours lists

summary method for class sarlm

Higher order neighbours lists

Construct neighbours list from polygon list

Local Moran's I statistic

Subset a spatial weights list

Mantel-Hubert spatial general cross product statistic

Include self in neighbours list

Permutation test for Geary's C statistic

Spatial weights matrices for neighbours lists

Moran's I test for residual spatial autocorrelation

Plot a neighbours list

Generate neighbours list for grid cells

Read a GAL lattice file into a neighbours list

Graph Components

Depth First Search on Neighbor Lists

joincount.multi

BB, BW and Jtot join count statistic for k-coloured factors

Compute Geary's C

Spatial simultaneous autoregressive lag model estimation

Compute SAR generating operator

Spatial lag of a numeric vector

Return package version number

Probability mapping for rates

Print and summary function for neighbours and weights lists

Write a neighbours list as a GAL lattice file

Spatial patterns of conflict in Africa 1966-78

Columbus OH spatial analysis data set

Getis-Ord remote sensing example data

Corrected Boston Housing Data

North Carolina SIDS data

Marshall's infant mortality in Auckland dataset

US 1960 used car prices

Columbus OH spatial analysis data set - old numbering