mutualinf: Computation and Decomposition of the Mutual Information Index

The Mutual Information Index (M) introduced to social science literature by Theil and Finizza (1971) <doi:10.1080/0022250X.1971.9989795> is a multigroup segregation measure that is highly decomposable and that according to Frankel and Volij (2011) <doi:10.1016/j.jet.2010.10.008> and Mora and Ruiz-Castillo (2011) <doi:10.1111/j.1467-9531.2011.01237.x> 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.

Package details

AuthorRafael Fuentealba-Chaura [aut, cre], Ricardo Mora [aut], Julio Rojas-Mora [aut], FONDECYT/ANID Project 11170583 [fnd], UCT VIP Project FEQUIP2019-INRN-03 [fnd]
MaintainerRafael Fuentealba-Chaura <rfuentealba@inf.uct.cl>
LicenseGPL-3
Version1.1.1
URL https://github.com/RafaelFuentealbaC/mutualinf
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("mutualinf")

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mutualinf documentation built on Aug. 23, 2021, 9:14 a.m.