Package: wru 3.0.4

Brandon Bertelsen

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>.

Authors:Kabir Khanna [aut], Brandon Bertelsen [aut, cre], Santiago Olivella [aut], Evan Rosenman [aut], Alexander Rossell Hayes [aut], Kosuke Imai [aut]

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Peer review:

Bug tracker:https://github.com/kosukeimai/wru/issues

On CRAN:

5 exports 129 stars 4.76 score 72 dependencies 115 scripts 676 downloads

Last updated 3 months agofrom:8f4efeb41c. Checks:OK: 1 NOTE: 5 ERROR: 3. Indexed: yes.

Exports:as_fips_codeas_state_abbreviationformat_legacy_dataget_census_datapredict_race

Dependencies:askpassbitbit64cachemclassclassIntclicliprcodetoolscpp11crayoncurlDBIdigestdplyre1071fansifastmapfsfurrrfuturegenericsghgitcredsglobalsgluehmshttrhttr2inijsonliteKernSmoothlifecyclelistenvlubridatemagrittrMASSmemoisemimeopensslparallellypiggybackpillarpkgconfigPL94171prettyunitsprogressproxypurrrR6rappdirsRcppRcppArmadilloreadrrlangs2sfstringistringrsystibbletidyrtidyselecttimechangetinytigertzdbunitsutf8vctrsvroomwithrwk