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What decisions about the use of synthetic data in the American Community Survey (ACS) have been made?
The Census Bureau hasn't made any decisions yet about the use of fully synthetic data in the ACS. During this exploratory research phase, we welcome ...
What research is the Census Bureau currently exploring concerning synthetic data use on the ACS?
Synthetic data methods are well-known to the statistical community as they have been used in other surveys, such as the SIPP, and within statistical ...
How has the Census Bureau researched and used synthetic data in its products?
Of the many public-use data sets and online tools created by the Census Bureau's Longitudinal Employer-Household Dynamics (LEHD), its LEHD Origin-Des...
How are synthetic data and privacy/confidentiality connected?
All Census Bureau surveys have to balance the competing requirements of releasing statistics and protecting privacy. Modern privacy theory makes clea...
Do 2020 Census state population totals reflect actual reported totals, exempted from disclosure avoidance methods?
Yes. As always, state population totals from the 2020 Census will reflect the actual population numbers as enumerated in the census. The totals deter...
What are synthetic data?
Synthetic data can mean many different things depending upon the way they are used. Sometimes, as in computer programming, the term means data that a...
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