42
Views
9
CrossRef citations to date
0
Altmetric
Articles

Statistical disclosure control via sufficiency under the multiple linear regression model

&
Pages 100-110 | Received 31 Oct 2016, Accepted 23 May 2017, Published online: 22 Aug 2017

References

  • Casella, G., and R. L. Berger. 2002. Statistical inference, 2nd ed. Pacific Grove, CA: Duxbury.
  • Drechsler, J. 2011. Synthetic datasets for statistical disclosure control: Theory and implementation. New York, NY: Springer.
  • Hundepool, A., J. Domingo-Ferrer, L. Franconi, S. Giessing, R. Lenz, J. Naylor, E. S. Nordholt, G. Seri, and P.-P. De Wolf. 2010. Handbook on statistical disclosure control, Version 1.2, ESSNet. http://neon.vb.cbs.nl/casc/.\SDC_Handbook.pdf.
  • Klein, M., T. Mathew, and B. Sinha. 2014. Noise multiplication for statistical disclosure control of extreme values in log-normal regression samples. Journal of Privacy and Confidentiality 6 (1):77–125.
  • Klein, M., and B. Sinha. 2016. Likelihood based finite sample inference for singly imputed synthetic data under the multivariate normal and multiple linear regression models. Journal of Privacy and Confidentiality 7 (1):43–98.
  • Lehmann, E. L., and J. P. Romano. 2005. Testing statistical hypotheses, 3rd ed. New York, NY: Springer.
  • Lin, Y.-X., and P. Wise. 2012. Estimation of regression parameters from noise multiplied data. Journal of Privacy and Confidentiality 4 (2):61–94.
  • Little, R. J. A. 1993. Statistical analysis of masked data. Journal of Official Statistics 9:407–26.
  • Muirhead, R. J. 1982. Aspects of multivariate statistical theory. Hoboken, NJ: John Wiley & Sons.
  • Raghunathan, T. E., J. P. Reiter, and D. B. Rubin. 2003. Multiple imputation for statistical disclosure limitation. Journal of Official Statistics 19 (1):1–16.
  • Rao, C. R. 1973. Linear statistical inference and its applications, 2nd ed. New York, NY: John Wiley & Sons.
  • Reiter, J. P. 2003. Inference for partially synthetic, public use microdata sets. Survey Methodology 29 (2):181–88.
  • Reiter, J. P., and S. K. Kinney. 2012. Inferentially valid, partially synthetic data: Generating from posterior predictive distributions not necessary. Journal of Official Statistics 28:583–90.
  • Rencher, A. C., and G. B. Schaalje. 2008. Linear models in statistics, 2nd ed. Hoboken, NJ: John Wiley & Sons.
  • Rubin, D. B. 1993. Discussion: Statistical disclosure limitation. Journal of Official Statistics 9:461–68.
  • Rubin, D. B. 1987. Multiple imputation for nonresponse in surveys. Hoboken, NJ: John Wiley & Sons.
  • Willenborg, L., and T. DeWaal. 2001. Elements of statistical disclosure control. New York, NY: Springer.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.