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Development Release 3.0.0
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^cran-comments\.md$ | ||
^CRAN-SUBMISSION$ | ||
^README\.Rmd$ | ||
^data-raw$ |
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Package: wru | ||
Version: 2.0.0 | ||
Date: 2023-07-12 | ||
Title: Who are You? Bayesian Prediction of Racial Category Using Surname, First Name, Middle Name, and | ||
Geolocation | ||
Title: Who are You? Bayesian Prediction of Racial Category Using Surname, | ||
First Name, Middle Name, and Geolocation | ||
Version: 3.0.0 | ||
Date: 2024-02-14 | ||
Authors@R: c( | ||
person("Kabir", "Khanna", email = "[email protected]", role = c("aut")), | ||
person("Brandon", "Bertelsen", email = "[email protected]", role = c("aut","cre")), | ||
person("Santiago", "Olivella", email = "[email protected]", role = c("aut")), | ||
person("Evan", "Rosenman", email = "[email protected]", role = c("aut")), | ||
person("Kosuke", "Imai", email = "[email protected]", role = c("aut")) | ||
person("Kabir", "Khanna", , "[email protected]", role = "aut"), | ||
person("Brandon", "Bertelsen", , "[email protected]", role = c("aut", "cre")), | ||
person("Santiago", "Olivella", , "[email protected]", role = "aut"), | ||
person("Evan", "Rosenman", , "[email protected]", role = "aut"), | ||
person("Alex", "Rossell Hayes", , "[email protected]", role = "aut"), | ||
person("Kosuke", "Imai", , "[email protected]", role = "aut") | ||
) | ||
Description: 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>. | ||
Description: 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>. | ||
License: GPL (>= 3) | ||
URL: https://github.com/kosukeimai/wru | ||
BugReports: https://github.com/kosukeimai/wru/issues | ||
Depends: | ||
R (>= 4.1.0), | ||
utils | ||
Imports: | ||
cli, | ||
dplyr, | ||
tidyr, | ||
furrr, | ||
future, | ||
piggyback (>= 0.1.4), | ||
PL94171, | ||
purrr, | ||
Rcpp, | ||
piggyback (>= 0.1.4), | ||
PL94171 | ||
rlang | ||
Suggests: | ||
covr, | ||
testthat (>= 3.0.0), | ||
covr | ||
tidycensus | ||
LinkingTo: | ||
Rcpp, | ||
RcppArmadillo | ||
LazyLoad: yes | ||
Config/testthat/edition: 3 | ||
Encoding: UTF-8 | ||
LazyData: yes | ||
LazyDataCompression: xz | ||
License: GPL (>= 3) | ||
LazyLoad: yes | ||
Roxygen: list(markdown = TRUE) | ||
RoxygenNote: 7.2.3 | ||
Encoding: UTF-8 | ||
Config/testthat/edition: 3 |
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