muspan.spatial_statistics

The muspan.spatial_statistics module provides tools for spatial statistics of point patterns. This module includes the following submodules:

Pair-wise statistics

average_nearest_neighbour_index	Computes the average nearest neighbour index (ANNI) for between two queried populations.
cross_k_function	Calculate Ripley's K function between population_A and population_B.
cross_l_function	Calculate the L function between population_A and population_B.
cross_pair_correlation_function	Calculate the pair correlation function between population_A and population_B.
J_function	Calculate the J-function for a given spatial point pattern.
nearest_neighbour_distribution	Calculate the nearest neighbour distribution for a given population within a domain.
spherical_contact_distribution	Calculate the spherical contact distribution for a given population within a domain.
topographical_correlation_map	Compute the topographical correlation map (TCM) between two populations within a given domain.
weighted_pair_correlation_function	Calculate the weighted pair correlation function between population_A and population_B.

Spatial Autocorrelation and LISAs

getis_ord	Calculate the local Getis-Ord G* statistic for spatial autocorrelation of a continuous label.
morans_i	Calculate the local and global Moran's I statistic for a continuous label in the domain.