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spdep (version 1.1-12)
Spatial Dependence: Weighting Schemes, Statistics
Description
A collection of functions to create spatial weights matrix
objects from polygon 'contiguities', from point patterns by distance and
tessellations, for summarizing these objects, and for permitting their
use in spatial data analysis, including regional aggregation by minimum
spanning tree; a collection of tests for spatial 'autocorrelation',
including global 'Morans I' and 'Gearys C' proposed by 'Cliff' and 'Ord'
(1973, ISBN: 0850860369) and (1981, ISBN: 0850860814), 'Hubert/Mantel'
general cross product statistic, Empirical Bayes estimates and
'Assuno/Reis' (1999) Index, 'Getis/Ord' G ('Getis' and 'Ord' 1992)
and multicoloured
join count statistics, 'APLE' ('Li 'et al.' )
, local 'Moran's I'
('Anselin' 1995) and
'Getis/Ord' G ('Ord' and 'Getis' 1995)
,
'saddlepoint' approximations ('Tiefelsdorf' 2002)
and exact tests
for global and local 'Moran's I' ('Bivand et al.' 2009)
and 'LOSH' local indicators
of spatial heteroscedasticity ('Ord' and 'Getis')
. The implementation of most of
the measures is described in 'Bivand' and 'Wong' (2018)
.
'spdep' >= 1.1-1 corresponds to 'spatialreg' >= 1.1-1, in which the model
fitting functions are deprecated and pass through to 'spatialreg', but
will mask those in 'spatialreg'. From versions 1.2-1, the functions will
be made defunct in 'spdep'.
For now 'spatialreg' only has functions from 'spdep', where they are shown
as deprecated. 'spatialreg' only loads the namespace of 'spdep'; if you
attach 'spdep', the same functions in the other package will be masked.
Some feed through adequately, others do not.