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Race and ethnicity data for first, middle, and last names
Counts can then be normalized row-wise or column-wise to obtain conditional probabilities of race given name or name given race.
Addressing Census data problems in race imputation via fully Bayesian Improved Surname Geocoding and name supplements
To address the missing surname problem, we supplement the Census surname data with additional data on last, first, and middle names taken from the voter files of six Southern states where self-reported race is available.
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