Network Coincidence Analysis: The netCoin R Package
Dublin Core
Title
Network Coincidence Analysis: The netCoin R Package
Subject
co-occurrence analysis, social network analysis, multivariate analysis, interactive
graphs.
graphs.
Description
The aim of the R package netCoin is to explore data structures using a number of
statistical techniques that share the handling of interdependent variables. The main objective of this analysis is to detect events, characters, objects, attributes or characteristics
that tend to appear together within a given set of scenarios. Its most notable feature is
the combination of traditional multivariate statistical analysis and network analysis supported by topological graph theory. In addition, netCoin produces HTML graphs using
the D3.js visualization library to support the interactive exploration of networked data.
Among its many applications, netCoin can be used for the analysis of multiple responses
in questionnaires to explore relevant associations, for the development of textual networks,
for the study of ecological communities, for audience analysis, for mining large databases
or for basket market analysis
statistical techniques that share the handling of interdependent variables. The main objective of this analysis is to detect events, characters, objects, attributes or characteristics
that tend to appear together within a given set of scenarios. Its most notable feature is
the combination of traditional multivariate statistical analysis and network analysis supported by topological graph theory. In addition, netCoin produces HTML graphs using
the D3.js visualization library to support the interactive exploration of networked data.
Among its many applications, netCoin can be used for the analysis of multiple responses
in questionnaires to explore relevant associations, for the development of textual networks,
for the study of ecological communities, for audience analysis, for mining large databases
or for basket market analysis
Creator
Modesto Escobar
Source
https://www.jstatsoft.org/article/view/v093i11
Publisher
Universidad de Salamanca
Date
April 2020
Contributor
Fajar bagus W
Format
PDF
Language
Inggris
Type
Text
Files
Collection
Citation
Modesto Escobar, “Network Coincidence Analysis: The netCoin R Package,” Repository Horizon University Indonesia, accessed April 12, 2025, https://repository.horizon.ac.id/items/show/8130.