Analysis of Spatial Stratified Heterogeneity
convert all discretized vectors to integer
optimal spatial data discretization based on SPADE q-statistics
compensated power of spatial determinant(CPSD)
ecological detector
measure information loss by information entropy
factor detector
best univariate discretization based on geodetector q-statistic
native geographical detector(GD) model
generate subsets of a set
geographical detector
geographically optimal zones-based heterogeneity detector
geographically optimal zones-based heterogeneity(GOZH) model
interactive detector for spatial associations(IDSA) model
interaction detector
calculate inverse distance weight
locally explained heterogeneity(LESH) model
determine optimal spatial data discretization for individual variables
determine optimal spatial data analysis scale
optimal parameters-based geographical detector(OPGD) model
IDSA Q-saistics PID
Pipe operator
plot ecological detector
plot factor detector result
plot GD result
plot GOZH result
plot IDSA risk result
plot interaction detector result
plot LESH model result
plot OPGD result
plot RGD result
plot risk detector
plot gozh sesu
plot opgd sesu
plot SPADE power of spatial and multilevel discretization determinant
plot spatial rough set-based ecological detector
plot spatial rough set-based factor detector result
plot spatial rough set-based interaction detector result
plot SRSGD result
print ecological detector
print factor detector
print GD result
print GOZH result
print IDSA result
print interaction detector
print LESH model interaction result
print OPGD result
print RGD result
print RID result
print risk detector
print gozh sesu
print opgd sesu
print SPADE power of spatial and multilevel discretization determinant
print spatial rough set-based ecological detector
print spatial rough set-based factor detector
print spatial rough set-based interaction detector
print SRSGD result
PSD of an interaction of explanatory variables (PSD-IEV)
calculate power of spatial determinant(PSD) and the corresponding pseu...
power of spatial determinant(PSD)
power of spatial and multilevel discretization determinant(PSMD) and t...
power of spatial and multilevel discretization determinant(PSMD)
rescale continuous vector to specified minimum and maximum
robust geographical detector(RGD) model
robust interaction detector(RID) model
risk detector
univariate discretization based on offline change point detection
discretization of variables based on recursive partitioning
comparison of size effects of spatial units based on GOZH
comparison of size effects of spatial units based on OPGD
randomly shuffling vector
spatial association detector (SPADE) model
SHAP power of determinants (SPD)
spatial variance
spatial rough set-based ecological detector
spatial rough set-based factor detector
spatial rough set-based geographical detector
spatial rough set-based interaction detector
spatial rough set-based geographical detector(SRSGD) model
spatial fuzzy overlay
univariate discretization
all discretization methods that can be used in st_unidisc
assign values by weight
Analyzing spatial factors and exploring spatial associations based on the concept of spatial stratified heterogeneity, and also takes into account local spatial dependencies, spatial interpretability, potential spatial interactions, and robust spatial stratification. Additionally, it supports geographical detector models established in academic literature.
Useful links