Differentially Private Significance Tests for Regression Coefficients

Author:

Barrientos Andrés F.1,Reiter Jerome P.1,Machanavajjhala Ashwin2,Chen Yan2

Affiliation:

1. Department of Statistical Science, Duke University, Durham, NC;

2. Department of Computer Science, Duke University, Durham, NC

Funder

National Science Foundation

Alfred P. Sloan Foundation

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Discrete Mathematics and Combinatorics,Statistics and Probability

Reference47 articles.

1. Abowd, J., Stinson, M., and Benedetto, G. (2006), “Final Report to the Social Security Administration on the SIPP/SSA/IRS Public Use File Project,” Tech. rep. U.S. Census Bureau Longitudinal Employer-Household Dynamics Program. Available at http://hdl.handle.net/1813/43929.

2. Private Empirical Risk Minimization: Efficient Algorithms and Tight Error Bounds

3. A Course in Mathematical Statistics and Large Sample Theory

4. Differentially Private ANOVA Testing

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