WebMar 20, 2024 · What is Bayesian Improved Surname Geocoding? Bayesian Improved Surname Geocoding (BISG) is a method that applies Bayes’ Rule to predict the … WebThis article uses a recent first name list to develop an improvement to an existing Bayesian classifier, namely the Bayesian Improved Surname Geocoding (BISG) method, which combines surname and geography information to impute missing race/ethnicity. The new Bayesian Improved First Name Surname Geocoding (BIFSG) method is validated using a …

RAND Bayesian Improved Surname Geocoding RAND

Websioned the Medicare Bayesian Improved Sur-name and Geocoding (MBISG) method, which ... the Bayesian Improved Surname and Geocoding method, was validated using data from approximately WebThe Bayesian Surname and Geocoding (BSG) method presented here efficiently integrates administrative data, substantially improving upon what is possible with a single source or … difference between fair use and public domain

Full article: Using First Name Information to Improve Race and ...

WebOct 23, 2024 · We used Medicare Data on Provider Practice and Specialty (MD-PPAS), Medicare Provider Enrollment, Chain, and Ownership System (PECOS), IRS Form 990, … WebThe Bayesian Improved Surname Geocoding (BISG) methodology, developed by the RAND Corporation , has been used by federal agencies, including the Centers for Medicare and Medicaid Services, to account for missing race and ethnicity data. Additionally, the Consumer Financial Protection Bureau uses BISG to address discrimination in the credit ... Webusing CMS’ Medicare Bayesian Improved Surname Geocoding (MBISG) 2.0 values [26, 28], yielding a probabil-ity of belonging to each of the aforementioned racial-and-ethnic groups based on CMS administrative data, as is done in stratified reporting of these measures. These probabilities were used in all analytic models in the same way that racial- difference between faith and fear