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In this paper, we consider methods for performing hypothesis tests on data protected by a statistical disclosure control technology known as differential privacy.
Chapman & Hall
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Springer
Good, P. (2004) Permutation, Parametric, and Bootstrap Tests of Hypotheses, 3rd ed · 2004
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In ICALP
Dwork, C. (2006) Differential privacy · 2006
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Plos Genetics
Homer, N., Szelinger, S., Redman, M., Duggan, D., Tembe, W., Muehling, J., John V. Pearson, D. A. S., Nelson, S. F. and Craig, D. W. (2008) Resolving individuals contributing trace amounts of dna to highly complex mixtures using high-density snp genotyping microarrays · 2008
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In ICDM Workshops
Vu, D. and Slavkovic, A. (2009) Differential privacy for clinical trial data: Preliminary evaluations · 2009
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Journal of the American Statistical Association
Wasserman, L. and Zhou, S. (2010) A statistical framework for differential privacy · 2010
Cited alongside, same era.
Journal of Privacy and Confidentiality
Yang, X., Fienberg, S. E. and Rinaldo, A. (2012) Differential privacy for protecting multi-dimensional contingency table data: Extensions and applications · 2012
Cited alongside, same era.
Journal of Privacy and Confidentiality
Uhler, C., Slavkovic, A. and Fienberg, S. E. (2013) Privacy-preserving data sharing for genome-wide association studies · 2013
Cited alongside, same era.
ACM Trans. Database Syst
Kifer, D. and Machanavajjhala, A. (2014) Pufferfish: A framework for mathematical privacy definitions · 2014
Cited alongside, same era.
Journal of Privacy and Confidentiality
Wright, S. E. and Smucker, B. J. (2014) An intuitive formulation and solution of the exact cell-bounding problem for contingency tables of conditional frequencies · 2014
Cited alongside, same era.
Journal of biomedical informatics
Yu, F., Fienberg, S. E., Slavković, A. B. and Uhler, C. (2014) Scalable privacy-preserving data sharing methodology for genome-wide association studies · 2014
Later among the works it cites.
Dwork, C., Su, W. and Zhang, L. (2015) Private false discovery rate control · 2015
Closest in time.
Commun. ACM
Machanavajjhala, A. and Kifer, D. (2015) Designing statistical privacy for your data · 2015
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Wang, Y., Lee, J. and Kifer, D. (2015) Differentially private hypothesis testing, revisited · 2015
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