wru
Who are You? Bayesian Prediction of Racial Category Using Surname, First Name, Middle Name, and Geolocation
Predicts individual race/ethnicity using surname, first name, middle name, geolocation, and other attributes, such as gender and age. The method utilizes Bayes' Rule (with optional measurement error correction) to compute the posterior probability of each racial category for any given individual. The package implements methods described in Imai and Khanna (2016) "Improving Ecological Inference by Predicting Individual Ethnicity from Voter Registration Records" Political Analysis <doi:10.1093/pan/mpw001> and Imai, Olivella, and Rosenman (2022) "Addressing census data problems in race imputation via fully Bayesian Improved Surname Geocoding and name supplements" <doi:10.1126/sciadv.adc9824>. The package also incorporates the data described in Rosenman, Olivella, and Imai (2023) "Race and ethnicity data for first, middle, and surnames" <doi:10.1038/s41597-023-02202-2>.
- Version3.0.3
- R versionunknown
- LicenseGPL (≥ 3)
- Needs compilation?Yes
- Last release05/24/2024
Documentation
Team
Brandon Bertelsen
Kosuke Imai
Santiago Olivella
Show author detailsRolesAuthorAlexander Rossell Hayes
Show author detailsRolesAuthorKabir Khanna
Show author detailsRolesAuthorEvan Rosenman
Show author detailsRolesAuthor
Insights
Last 30 days
This package has been downloaded 553 times in the last 30 days. More downloads than an obscure whitepaper, but not enough to bring down any servers. A solid effort! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 15 times.
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
This package has been downloaded 6,704 times in the last 365 days. That's a lot of interest! Someone might even write a blog post about it. The day with the most downloads was Sep 11, 2024 with 85 downloads.
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
- Imports10 packages
- Suggests3 packages
- Linking To2 packages
- Reverse Suggests1 package