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pcds.ugraph (version 0.1.1)

pcds.ugraph-package: pcds.ugraph: A package for the Underlying and Reflexivity Graphs of the Proximity Catch Digraphs and Their Applications

Description

pcds.ugraph is a package for construction and visualization of the underlying graphs based on proximity catch digraphs and for computation of edge density of these graphs for testing spatial patterns.

Arguments

The <code>pcds.ugraph</code> functions

The pcds.ugraph functions can be grouped as AS-PCD Functions, PE-PCD Functions, and CS-PCD Functions.

Arc-Slice PCD Functions

Contains the functions used in AS-PCD construction and computation of edge density of the corresponding underlying and reflexivity graph.

Proportional-Edge PCD Functions

Contains the functions used in PE-PCD construction and computation of edge density of the corresponding underlying and reflexivity graph.

Central-Similarity PCD Functions

Contains the functions used in CS-PCD construction and computation of edge density of the corresponding underlying and reflexivity graph.

Author

Maintainer: Elvan Ceyhan elvanceyhan@gmail.com

Details

The PCD families considered are Arc-Slice PCDs, Proportional-Edge PCDs and Central Similarity PCDs (ceyhan:Phd-thesis,ceyhan:arc-density-PE,ceyhan:arc-density-CS;textualpcds.ugraph).

The graph invariant used in testing spatial point data are the edge density of the underlying and reflexivity graphs of the PCDs (see ceyhan:stamet2016;textualpcds.ugraph).

The package also contains visualization tools for these graphs for 1D-3D vertices. The AS-PCD and CS-PCD related tools are provided for 1D and 2D data; PE-PCD related tools are provided for 1D-3D data.

References