Aaron R. Williams

Most-cited papers

1. A Feasibility Study of Differentially Private Summary Statistics and Regression Analyses with Evaluations on Administrative and Survey Data

   Andrés F. Barrientos, Aaron R. Williams, Joshua Snoke, C. Bowen

   2021Journal of the American Statistical Association10 citations Open access

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2. A Feasibility Study of Differentially Private Summary Statistics and Regression Analyses for Administrative Tax Data

   Andrés F. Barrientos, Aaron R. Williams, Joshua Snoke, C. Bowen

   20219 citations

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3. Synthetic Individual Income Tax Data: Methodology, Utility, and Privacy Implications

   C. Bowen, V. Bryant, Leonard Burman, John Czajka +9 more

   2022Privacy in Statistical Databases8 citations

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4. Disclosing Economists’ Privacy Perspectives: A Survey of American Economic Association Members’ Views on Differential Privacy and the Usability of Noise-Infused Data

   Aaron R. Williams, Joshua Snoke, Claire McKay Bowen, A. Barrientos

   2024Harvard data science review6 citations Open access

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5. The promise and limitations of formal privacy

   Aaron R. Williams, C. Bowen

   2023WIREs Computational Statistics6 citations Open access

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6. Synthetic Individual Income Tax Data: Promises and Challenges

   C. Bowen, V. Bryant, Leonard Burman, S. Khitatrakun +4 more

   2022National tax journal6 citations

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7. Assessment of Path Model Fit: Evidence of Effectiveness and Recommendations for use of the RMSEA-P

   L. J. Williams, Aaron R. Williams, Ernest H. O’Boyle

   2022Organizational Research Methods5 citations

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8. Incompatibilities Between Current Practices in Statistical Data Analysis and Differential Privacy

   Joshua Snoke, C. Bowen, Aaron R. Williams, Andrés F. Barrientos

   2023Journal of Privacy and Confidentiality3 citations Open access

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9. Differentially Private Methods for Validation Servers

   Andrés F. Barrientos, Aaron R. Williams, C. Bowen, J. Abowd +19 more

   20213 citations

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10. The Case for Researching Applied Privacy Enhancing Technologies

    C. Bowen, Joshua Snoke, Aaron R. Williams, A. Barrientos

    2024Social Science Research Network2 citations Open access

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11. But Can You Use It? Design Recommendations for Differentially Private Interactive Systems

    Liudas Panavas, Joshua Snoke, Erika Tyagi, C. Bowen +1 more

    2024arXiv.org1 citations

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12. Data visualization case studies for high‐dimensional data validation

    Aaron R. Williams

    2021Stat1 citations

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13. tidysynthesis: a Meta-Package for Synthetic Data Generation

    Aaron R. Williams, Jeremy Seeman, Gabriel Morrison

    20260 citations

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14. But Can You Use It? Design Recommendations for Practical Alternatives to Differentially Private Interactive Systems

    Liudas Panavas, Joshua Snoke, Erika Tyagi, Claire McKay Bowen +1 more

    2025Harvard data science review0 citations Open access

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15. Current Research on Structural Equation Modeling in Management Research

    Christopher D. Nye, A. Hanna, Troy A. Smith, R. Vandenberg +1 more

    2019Academy of Management Proceedings0 citations

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