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mutualinf  

Computation and Decomposition of the Mutual Information Index
View on CRAN: Click here


Download and install mutualinf package within the R console
Install from CRAN:
install.packages("mutualinf")

Install from Github:
library("remotes")
install_github("cran/mutualinf")

Install by package version:
library("remotes")
install_version("mutualinf", "1.2.2")



Attach the package and use:
library("mutualinf")
Maintained by
Rafael Fuentealba-Chaura
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-07-13
Latest Update: 2023-03-27
Description:
The Mutual Information Index (M) introduced to social science literature by Theil and Finizza (1971) is a multigroup segregation measure that is highly decomposable and that according to Frankel and Volij (2011) and Mora and Ruiz-Castillo (2011) satisfies the Strong Unit Decomposability and Strong Group Decomposability properties. This package allows computing and decomposing the total index value into its "between" and "within" terms. These last terms can also be decomposed into their contributions, either by group or unit characteristics. The factors that produce each "within" term can also be displayed at the user's request. The results can be computed considering a variable or sets of variables that define separate clusters.
How to cite:
Rafael Fuentealba-Chaura (2021). mutualinf: Computation and Decomposition of the Mutual Information Index. R package version 1.2.2, https://cran.r-project.org/web/packages/mutualinf. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2021-07-13 17:20), 1.0.1 (2021-07-21 13:40), 1.1.0 (2021-08-16 06:10), 1.1.1 (2021-08-23 08:40), 1.1.2 (2021-10-28 20:00), 1.1.3 (2023-03-27 10:00)
Other packages that cited mutualinf R package
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Other R packages that mutualinf depends, imports, suggests or enhances
Complete documentation for mutualinf
Functions, R codes and Examples using the mutualinf R package
Some associated functions: DF_Seg_Chile . DT_Seg_Chile . DT_test . mutual . mutualinf-package . prepare_data . 
Some associated R codes: Data_Source.R . M.R . M_value.R . M_within.R . get_contribution.R . get_general_contribution.R . get_internal_data.R . get_proportion.R . globals.R . mutual.R . mutual_inv.R . prepare_data.R .  Full mutualinf package functions and examples
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