{ "_id": "6ac6254df511ae58c09a6bb7", "Package": "wru", "Title": "Who are You? Bayesian Prediction of Racial Category Using\nSurname, First Name, Middle Name, and Geolocation", "Version": "4.0.0", "Date": "2026-05-22", "Authors@R": "c(\nperson(\"Kabir\", \"Khanna\", , \"kabirkhanna@gmail.com\", role = \"aut\"),\nperson(\"Brandon\", \"Bertelsen\", , \"brandon@bertelsen.ca\", role = c(\"aut\", \"cre\")),\nperson(\"Santiago\", \"Olivella\", , \"olivella@unc.edu\", role = \"aut\"),\nperson(\"Evan\", \"Rosenman\", , \"etrrosenman@gmail.com\", role = \"aut\"),\nperson(\"Alexander\", \"Rossell Hayes\", , \"alexander@rossellhayes.com\", role = \"aut\"),\nperson(\"Kosuke\", \"Imai\", , \"imai@harvard.edu\", role = \"aut\"),\nperson(\"Noah\", \"Dasanaike\", , \"noahdasanaike@g.harvard.edu\", role = \"aut\")\n)", "Description": "Predicts individual race/ethnicity using surname, first\nname, middle name, geolocation, and other attributes, such as\ngender and age. The method utilizes Bayes' Rule (with optional\nmeasurement error correction) to compute the posterior\nprobability of each racial category for any given individual.\nThe package implements methods described in Imai and Khanna\n(2016) \"Improving Ecological Inference by Predicting Individual\nEthnicity from Voter Registration Records\" Political Analysis\n, Imai, Olivella, and Rosenman (2022)\n\"Addressing census data problems in race imputation via fully\nBayesian Improved Surname Geocoding and name supplements\"\n, Dasanaike and Imai (2026) \"Using\nEmbedding Models to Improve Probabilistic Race Prediction\"", ", Chasalow, Dasanaike, and Imai (2026)\n\"Probabilistic Race and Ethnicity Prediction Using\nGroup-Specific Name Lists\" The package\nalso incorporates the data described in Rosenman, Olivella, and\nImai (2023) \"Race and ethnicity data for first, middle, and\nsurnames\" .", "License": "GPL (>= 3)", "URL": "https://github.com/kosukeimai/wru", "BugReports": "https://github.com/kosukeimai/wru/issues", "Config/testthat/edition": "3", "Encoding": "UTF-8", "LazyData": "yes", "LazyDataCompression": "xz", "LazyLoad": "yes", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "Config/pak/sysreqs": "libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev\ngit make libicu-dev libuv1-dev libssl-dev libproj-dev\nlibsqlite3-dev libudunits2-dev libx11-dev", "Repository": "https://kosukeimai.r-universe.dev", "Date/Publication": "2026-10-06 17:44:58 UTC", "RemoteUrl": "https://github.com/kosukeimai/wru", "RemoteRef": "HEAD", "RemoteSha": "6fd31fa2b8bd76062a33ea35b973fa7855efc4f1", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-10-07 09:12:13 UTC", "User": "root" }, "Author": "Kabir Khanna [aut],\nBrandon Bertelsen [aut, cre],\nSantiago Olivella [aut],\nEvan Rosenman [aut],\nAlexander Rossell Hayes [aut],\nKosuke Imai [aut],\nNoah Dasanaike [aut]", "Maintainer": "Brandon Bertelsen ", "_user": "kosukeimai", "_type": "src", "_file": 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