A Synthetic Supplemental Public Use File of Low-Income Information Return Data: Methodology, Utility, and Privacy Implications

Keyphrases

• Anonymized 33%
• Classification and Regression Tree 33%
• Data Disclosure 33%
• Data Methodology 100%
• Data Privacy 100%
• Data Utility 100%
• Disclosure Concerns 33%
• Government Agencies 33%
• High Utility Patterns 33%
• Income Tax 33%
• Individual Income Tax 33%
• Internal Revenue Service 33%
• Intruder 33%
• Kernel Density 33%
• Low-income 100%
• Microsimulation 33%
• Nonprofit Research 33%
• Policy Modeling 33%
• Privacy Implications 100%
• Public Information 33%
• Public Policy 33%
• Public Use Files 100%
• Risk Disclosure 100%
• Sequential Classification 33%
• Sequential Regression 33%
• Synthetic Data 66%
• Tax Data 33%
• Tax Policy 33%
• Tax Returns 33%
• Tree Density 33%
• U.S. Government Agencies 33%
• Validation Metrics 33%

Computer Science

• Income Individual 50%
• Internal Revenue Service 50%
• Microsimulation 50%
• Policy Modeling 50%
• Privacy Implication 100%
• Regression Tree 50%
• Research Organization 50%
• Summary Statistic 50%
• Synthetic Data 100%

Economics, Econometrics and Finance

• Data Methodology 100%