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DESCRIPTION
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Package: segregation
Type: Package
Title: Entropy-Based Segregation Indices
Version: 1.1.0.9000
Authors@R: person("Benjamin", "Elbers", email = "be2239@columbia.edu",
role = c("aut", "cre"), comment = c(ORCID = "0000-0001-5392-3448"))
Description: 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.
License: MIT + file LICENSE
Depends: R (>= 3.5.0)
Imports:
data.table,
checkmate,
Rcpp,
RcppProgress,
Encoding: UTF-8
LazyData: true
Suggests:
testthat,
covr,
knitr,
rmarkdown,
dplyr,
ggplot2,
scales,
tidycensus,
tigris,
rrapply,
dendextend,
patchwork
URL: https://elbersb.github.io/segregation/
BugReports: https://github.com/elbersb/segregation/issues
RoxygenNote: 7.3.2
VignetteBuilder: knitr
SystemRequirements: C++17
LinkingTo:
Rcpp,
RcppProgress