mutualinf

Computation and Decomposition of the Mutual Information Index

CRAN Package

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.

  • Version1.2.2
  • R version≥ 2.10
  • LicenseGPL-3
  • Needs compilation?No
  • Last release02/02/2024

Documentation


Team


Insights

Last 30 days

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports2 packages