Local Getis-Ord's G* Statistics — st_local

Function to apply Getis-Ord's local G*statistics

Usage

st_local_gstar(
  sfj,
  varcol,
  wt = NULL,
  permutations = 999,
  permutation_method = "complete",
  significance_cutoff = 0.05,
  cpu_threads = 6,
  seed = 123456789
)

Arguments

sfj: An sf (simple feature) object.
varcol: The variable selected to calculate spatial lag, which is a character.
wt: (optional) The spatial weights object,which can use st_weights() to construct,default is constructed by st_weights(sfj,'contiguity').
permutations: (optional) The number of permutations for the LISA computation.
permutation_method: (optional) The permutation method used for the LISA computation. Options are 'complete', 'lookup'. Default is 'complete'.
significance_cutoff: (optional) A cutoff value for significance p-values to filter not-significant clusters.
cpu_threads: (optional) The number of cpu threads used for parallel LISA computation.
seed: (optional) The seed for random number generator.

Value

A factor vector.

Author

Wenbo Lv lyu.geosocial@gmail.com

Examples

guerry_path = system.file("extdata", "Guerry.shp", package = "rgeoda")
guerry = sf::read_sf(guerry_path)
st_local_gstar(guerry,'Crm_prp')
#>  [1] Not significant Not significant High-High       Not significant
#>  [5] Not significant Not significant Not significant Not significant
#>  [9] Not significant Not significant Not significant Not significant
#> [13] Not significant High-High       Not significant Not significant
#> [17] Not significant High-High       Not significant Not significant
#> [21] Not significant Not significant Not significant Not significant
#> [25] Low-Low         Low-Low         Not significant Not significant
#> [29] Not significant Not significant Not significant Not significant
#> [33] Not significant Not significant Not significant Not significant
#> [37] Not significant Not significant Not significant High-High      
#> [41] High-High       Not significant Not significant Not significant
#> [45] Not significant High-High       Not significant Not significant
#> [49] Not significant Not significant Not significant Not significant
#> [53] Not significant Not significant Not significant Not significant
#> [57] Not significant Low-Low         Not significant Not significant
#> [61] High-High       Not significant Not significant Not significant
#> [65] Not significant Not significant High-High       Not significant
#> [69] Not significant Not significant Low-Low         Not significant
#> [73] Low-Low         Low-Low         Not significant Low-Low        
#> [77] Not significant Not significant Not significant Not significant
#> [81] Not significant Not significant High-High       Not significant
#> [85] Not significant
#> Levels: Not significant High-High Low-Low Undefined Isolated