gdverse1.3-3 package

Analysis of Spatial Stratified Heterogeneity

srs_geodetector

spatial rough set-based geographical detector

cpsd_disc

optimal spatial data discretization based on SPADE q-statistics

cpsd_spade

compensated power of spatial determinant(CPSD)

ecological_detector

ecological detector

F_informationloss

measure information loss by information entropy

factor_detector

factor detector

gd_optunidisc

optimal univariate discretization based on geodetector q-statistic

gd

native geographical detector(GD) model

gen_permutations

generate permutations

interaction_detector

interaction detector

lesh

locally explained stratified heterogeneity(LESH) model

loess_optscale

determine optimal spatial data analysis scale

opgd

optimal parameters-based geographical detector(OPGD) model

pid_idsa

IDSA Q-saistics PID

pipe

Pipe operator

plot.ecological_detector

plot ecological detector

plot.factor_detector

plot factor detector result

plot.gd_result

plot GD result

plot.gozh_result

plot GOZH result

plot.idsa_result

plot IDSA risk result

plot.interaction_detector

plot interaction detector result

plot.lesh_result

plot LESH model result

plot.opgd_result

plot OPGD result

plot.rgd_result

plot RGD result

plot.rid_result

plot RID result

plot.risk_detector

plot risk detector

plot.sesu_gozh

plot gozh sesu

plot.sesu_opgd

plot opgd sesu

plot.spade_result

plot SPADE power of spatial and multilevel discretization determinant

plot.srs_ecological_detector

plot spatial rough set-based ecological detector

plot.srs_factor_detector

plot spatial rough set-based factor detector result

plot.srs_interaction_detector

plot spatial rough set-based interaction detector result

plot.srsgd_result

plot SRSGD result

print.ecological_detector

print ecological detector

print.factor_detector

print factor detector

print.gd_result

print GD result

print.gozh_result

print GOZH result

print.idsa_result

print IDSA result

print.interaction_detector

print interaction detector

print.lesh_result

print LESH model interaction result

print.opgd_result

print OPGD result

print.rgd_result

print RGD result

print.rid_result

print RID result

print.risk_detector

print risk detector

print.sesu_gozh

print gozh sesu

print.sesu_opgd

print opgd sesu

print.spade_result

print SPADE power of spatial and multilevel discretization determinant

print.srs_ecological_detector

print spatial rough set-based ecological detector

print.srs_factor_detector

print spatial rough set-based factor detector

print.srs_interaction_detector

print spatial rough set-based interaction detector

print.srsgd_result

print SRSGD result

psd_iev

PSD of an interaction of explanatory variables (PSD-IEV)

psd_pseudop

calculate power of spatial determinant(PSD) and the corresponding pseu...

psd_spade

power of spatial determinant(PSD)

psmd_pseudop

power of spatial and multilevel discretization determinant(PSMD) and t...

rpart_disc

discretization of variables based on recursive partitioning

sesu_gozh

comparison of size effects of spatial units based on GOZH

srs_interaction_detector

spatial rough set-based interaction detector

srsgd

spatial rough set-based geographical detector(SRSGD) model

weight_assign

assign values by weight

all2int

convert all discretized vectors to integer

geodetector

geographical detector

gozh_detector

geographically optimal zones-based heterogeneity detector

gozh

geographically optimal zones-based heterogeneity(GOZH) model

idsa

interactive detector for spatial associations(IDSA) model

psmd_spade

power of spatial and multilevel discretization determinant(PSMD)

rgd

robust geographical detector(RGD) model

rid

robust interaction detector(RID) model

risk_detector

risk detector

robust_disc

univariate discretization based on offline change point detection

sesu_opgd

comparison of size effects of spatial units based on OPGD

spade

spatial association detector (SPADE) model

spd_lesh

shap power of determinants

srs_ecological_detector

spatial rough set-based ecological detector

srs_factor_detector

spatial rough set-based factor detector

Detecting spatial associations via spatial stratified heterogeneity, accounting for spatial dependencies, interpretability, complex interactions, and robust stratification. In addition, it supports the spatial stratified heterogeneity family described in Lv et al. (2025)<doi:10.1111/tgis.70032>.

  • Maintainer: Wenbo Lv
  • License: GPL-3
  • Last published: 2025-04-02