Analysis of Spatial Stratified Heterogeneity


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Documentation for package ‘gdverse’ version 1.3-2

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all2int convert all discretized vectors to integer
cpsd_disc optimal spatial data discretization based on SPADE q-statistics
cpsd_spade compensated power of spatial determinant(CPSD)
ecological_detector ecological detector
factor_detector factor detector
F_informationloss measure information loss by information entropy
gd native geographical detector(GD) model
gd_optunidisc optimal univariate discretization based on geodetector q-statistic
gen_permutations generate permutations
geodetector geographical detector
gozh geographically optimal zones-based heterogeneity(GOZH) model
gozh_detector geographically optimal zones-based heterogeneity detector
idsa interactive detector for spatial associations(IDSA) model
interaction_detector interaction detector
lesh locally explained stratified heterogeneity(LESH) model
loess_optscale determine optimal spatial data analysis scale
ndvi dataset of NDVI changes and its influencing factors
NTDs NTDs data
opgd optimal parameters-based geographical detector(OPGD) model
pid_idsa IDSA Q-saistics 'PID'
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.srsgd_result plot SRSGD result
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
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.srsgd_result print SRSGD result
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
psd_iev PSD of an interaction of explanatory variables (PSD-IEV)
psd_pseudop calculate power of spatial determinant(PSD) and the corresponding pseudo-p value
psd_spade power of spatial determinant(PSD)
psmd_pseudop power of spatial and multilevel discretization determinant(PSMD) and the corresponding pseudo-p value
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
rpart_disc discretization of variables based on recursive partitioning
sesu_gozh comparison of size effects of spatial units based on GOZH
sesu_opgd comparison of size effects of spatial units based on OPGD
sim Simulation data.
spade spatial association detector (SPADE) model
spd_lesh shap power of determinants
srsgd spatial rough set-based geographical detector(SRSGD) model
srs_ecological_detector spatial rough set-based ecological detector
srs_factor_detector spatial rough set-based factor detector
srs_geodetector spatial rough set-based geographical detector
srs_interaction_detector spatial rough set-based interaction detector
srs_table example of spatial information system table
srs_wt example of spatial information system spatial adjacency matrix
weight_assign assign values by weight