Module spatial_stats 

Spatial statistics module for analyzing spatial patterns and relationships

This module provides statistical measures commonly used in spatial analysis, including measures of spatial autocorrelation, clustering, pattern analysis, kernel density estimation, and cluster detection.

Submodules

• core - Basic spatial autocorrelation (Moran’s I, Geary’s C), weights matrices, Clark-Evans index, Ripley’s K/L, average nearest neighbor
• global_autocorrelation - Enhanced global spatial autocorrelation with significance tests
• lisa - Local Indicators of Spatial Association with permutation tests and cluster maps
• spatial_kde - 2D Kernel Density Estimation on spatial data
• scan_statistic - Kulldorff’s spatial scan statistic for cluster detection

Re-exports

pub use global_autocorrelation::distance_band_weights;

pub use global_autocorrelation::geary_test;

pub use global_autocorrelation::inverse_distance_weights;

pub use global_autocorrelation::moran_test;

pub use global_autocorrelation::row_standardize_weights;

pub use global_autocorrelation::GlobalAutocorrelationResult;

pub use global_autocorrelation::SpatialWeights;

pub use lisa::getis_ord_gi_star;

pub use lisa::lisa_cluster_map;

pub use lisa::local_moran_permutation_test;

pub use lisa::GetisOrdResult;

pub use lisa::LisaCluster;

pub use lisa::LisaClusterMap;

pub use lisa::LisaResult;

pub use spatial_kde::kde_at_point;

pub use spatial_kde::kde_on_grid;

pub use spatial_kde::select_bandwidth;

pub use spatial_kde::BandwidthMethod;

pub use spatial_kde::KdeGrid;

pub use spatial_kde::KernelType;

pub use spatial_kde::SpatialKdeConfig;

pub use scan_statistic::kulldorff_scan;

pub use scan_statistic::ScanCluster;

pub use scan_statistic::ScanModel;

pub use scan_statistic::ScanResult;

pub use scan_statistic::ScanStatisticConfig;

pub use self::core::*;

Modules

core

Spatial statistics module for analyzing spatial patterns and relationships

global_autocorrelation

Enhanced global spatial autocorrelation with significance testing

lisa

Local Indicators of Spatial Association (LISA)

scan_statistic

Kulldorff’s spatial scan statistic for cluster detection

spatial_kde

2D Kernel Density Estimation on spatial data