# Analysis of Spatial Stratified Heterogeneity

## Documentation for package ‘gdverse’ version 1.0-3

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

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_bestunidisc | best univariate discretization based on geodetector q-statistic
generate_subsets | generate subsets of a set
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
inverse_distance_weight | calculate inverse distance weight
lesh | locally explained heterogeneity(LESH) model
loess_optdiscnum | determine optimal spatial data discretization for individual variables
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.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)
rescale_vector | rescale continuous vector to specified minimum and maximum
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
shuffle_vector | randomly shuffling vector
sim | Simulation data.
spade | spatial association detector (SPADE) model
spd_lesh | SHAP power of determinants (SPD)
spvar | spatial variance
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
st_fuzzyoverlay | spatial fuzzy overlay
st_unidisc | univariate discretization
unidisc_methods | all discretization methods that can be used in 'st_unidisc'
weight_assign | assign values by weight