Comparison to spdep and pysal

Global Statistics

Measures of global spatial autocorrelation.

name impl pysal
global_moran spdep::moran() esda.Moran()
global_moran_perm spdep::moran.mc() esda.Moran()
global_moran_test spdep::moran.test() esda.Moran()
global_moran_bv internal esda.Moran_BV()
global_c spdep::geary() esda.Geary()
global_c_perm spdep::geary.mc() esda.Geary()
global_c_test spdep::geary.mc() esda.Geary()
global_g_test spdep::globalG.test() esda.G()
global_jc_perm spdep::joincount.mc() esda.Join_Counts()
global_jc_test spdep::joincount.test() esda.Join_Counts()

Local Indicators of Spatial Association

Measures of local spatial autocorrelation.

name impl pysal
local_c spdep::localC() esda.Geary_Local()
local_c_perm spdep::localC_perm() esda.Geary_Local(), esda.Geary_Local_MV()
local_g spdep::localG() esda.G_local().Gs
local_gstar spdep::localG() esda.G_local(star = True)
local_g_perm spdep::localG_perm() esda.G_Local()
local_gstar_perm spdep::localG_perm esda.G_Local()
local_jc_uni internal esda.Join_Counts_Local()
local_jc_bv internal esda.Join_Counts_Local_BV()
losh spdep::LOSH() esda.LOSH()
losh_perm spdep::LOSH.mc() esda.LOSH()
local_moran spdep::localmoran_perm() esda.Moran_Local()
local_moran_bv internal esda.Moran_Local_BV()
nb_match_test internal

Not implemented

Functions present in Pysal that are not implemented in sfdep.

function
esda.adbscan.ADBSCAN
esda.Gamma
esda.Join_Counts_Local_MV
esda.LOSH(inference = “chi-square”)
esda.Smaup
esda.Moran_Rate
esda.Moran_Local_Rate
esda.boundary_silhouette
esda.path_silhouette
esda.silhouettes.nearest_label