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Bayesian models for accurately estimating conditional distributions by race, using Bayesian Improved Surname Geocoding (BISG) probability estimates of individual race. Implements the methods described in McCartan, Fisher, Goldin, Ho and Imai (2024) <doi:10.3386/w32373>.
Version: | 0.6.1 |
Depends: | R (≥ 3.5.0) |
Imports: | rlang (≥ 0.1.2), Rcpp (≥ 0.12.0), cli, vctrs, generics, dplyr, methods, stringi, stringr, RcppParallel (≥ 5.0.1), SQUAREM |
LinkingTo: | Rcpp (≥ 0.12.0), cli, BH (≥ 1.66.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), RcppThread, StanHeaders (≥ 2.18.0) |
Suggests: | daarem, easycensus, wru, knitr, roxygen2, rmarkdown, testthat (≥ 3.0.0) |
Published: | 2024-06-11 |
DOI: | 10.32614/CRAN.package.birdie |
Author: | Cory McCartan [aut, cre], Kosuke Imai [ctb], Daniel Ho [ctb], Jacob Goldin [ctb], Robin Fisher [ctb], The Stan Development Team [cph] (include/rstan) |
Maintainer: | Cory McCartan <mccartan at psu.edu> |
BugReports: | https://github.com/CoryMcCartan/birdie/issues |
License: | GPL (≥ 3) |
URL: | https://github.com/CoryMcCartan/birdie, https://corymccartan.com/birdie/ |
NeedsCompilation: | yes |
SystemRequirements: | GNU make, C++17 |
Citation: | birdie citation info |
Materials: | README NEWS |
CRAN checks: | birdie results |
Reference manual: | birdie.pdf |
Vignettes: |
Estimation of Racial Disparities When Race is Not Observed |
Package source: | birdie_0.6.1.tar.gz |
Windows binaries: | r-devel: birdie_0.6.1.zip, r-release: birdie_0.6.1.zip, r-oldrel: birdie_0.6.1.zip |
macOS binaries: | r-release (arm64): birdie_0.6.1.tgz, r-oldrel (arm64): birdie_0.6.1.tgz, r-release (x86_64): birdie_0.6.1.tgz, r-oldrel (x86_64): birdie_0.6.1.tgz |
Reverse imports: | redistverse |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.