Computes segregation indices, including the Index of Dissimilarity, as well as the information-theoretic indices developed by Theil (1971) <isbn:978-0471858454>, namely the Mutual Information Index (M) and Theil's Information Index (H). The M, further described by Mora and Ruiz-Castillo (2011) <doi:10.1111/j.1467-9531.2011.01237.x> and Frankel and Volij (2011) <doi:10.1016/j.jet.2010.10.008>, is a measure of segregation that is highly decomposable. The package provides tools to decompose the index by units and groups (local segregation), and by within and between terms. The package also provides a method to decompose differences in segregation as described by Elbers (2021) <doi:10.1177/0049124121986204>. The package includes standard error estimation by bootstrapping, which also corrects for small sample bias. The package also contains functions for visualizing segregation patterns.
Version: 1.1.0 Depends: R (≥ 3.5.0) Imports: data.table, checkmate, Rcpp, RcppProgress LinkingTo: Rcpp, RcppProgress Suggests: testthat, covr, knitr, rmarkdown, dplyr, ggplot2, scales, tidycensus, tigris, rrapply, dendextend, patchwork Published: 2023-12-02 DOI: 10.32614/CRAN.package.segregation Author: Benjamin Elbers [aut, cre] Maintainer: Benjamin Elbers <be2239 at columbia.edu> BugReports: https://github.com/elbersb/segregation/issues License: MIT + file LICENSE URL: https://elbersb.github.io/segregation/ NeedsCompilation: yes SystemRequirements: C++17 Citation: segregation citation info Materials: README NEWS CRAN checks: segregation results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=segregation to link to this page.
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