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Volumn 80, Issue 6, 2010, Pages 609-624

Examining the robustness of fully synthetic data techniques for data with binary variables

Author keywords

Confidentiality; Disclosure limitation; Multiple imputation; Synthetic data

Indexed keywords


EID: 77951988339     PISSN: 00949655     EISSN: 15635163     Source Type: Journal    
DOI: 10.1080/00949650902744438     Document Type: Article
Times cited : (6)

References (30)
  • 1
    • 0036811662 scopus 로고    scopus 로고
    • K-Anonymity: A model for protecting privacy
    • L. Sweeney, k-Anonymity: A model for protecting privacy, Internat. J. Uncertain. 10 (2002), pp. 557-570.
    • (2002) Internat. J. Uncertain , vol.10 , pp. 557-570
    • Sweeney, L.1
  • 2
    • 34848822584 scopus 로고    scopus 로고
    • Multiple imputation: An alternative to top coding for statistical disclosure control
    • D. An and R.J.A. Little, Multiple imputation: An alternative to top coding for statistical disclosure control, J. R. Stat. Soc. Ser. A 170 (2007), pp. 923-940.
    • (2007) J. R. Stat. Soc. Ser. A , vol.170 , pp. 923-940
    • An, D.1    Little, R.J.A.2
  • 3
    • 0011702229 scopus 로고
    • Data-swapping: A technique for disclosure control
    • T. Dalenius and S.P. Reiss, Data-swapping: A technique for disclosure control, J. Stat. Plann. Inference 6 (1982), pp. 73-85.
    • (1982) J. Stat. Plann. Inference , vol.6 , pp. 73-85
    • Dalenius, T.1    Reiss, S.P.2
  • 4
    • 84972531331 scopus 로고
    • Enhancing access to microdata while protecting confidentiality: Prospects for the future (with discussion)
    • G. Duncan and R. Pearson, Enhancing access to microdata while protecting confidentiality: Prospects for the future (with discussion), Statist. Sci. 6 (1991), pp. 219-239.
    • (1991) Statist. Sci , vol.6 , pp. 219-239
    • Duncan, G.1    Pearson, R.2
  • 5
    • 0000082189 scopus 로고
    • Suppression methodology and statistical disclosure control
    • L.H. Cox, Suppression methodology and statistical disclosure control, J.Amer. Statist.Assoc. 75 (1980), pp. 377-385.
    • (1980) J.amer. Statist. assoc. , vol.75 , pp. 377-385
    • Cox, L.H.1
  • 6
    • 0041020068 scopus 로고
    • Matrix masking methods for disclosure limitation in microdata
    • L.H. Cox, Matrix masking methods for disclosure limitation in microdata, Surv. Methodol. 6 (1994), pp. 165-169.
    • (1994) Surv. Methodol. , vol.6 , pp. 165-169
    • Cox, L.H.1
  • 7
    • 0002861216 scopus 로고    scopus 로고
    • A Bayesian approach to data disclosure: Optimal intruder behavior for continuous data
    • S.E. Fienberg, U.E. Makov, and A.P. Sanil, A Bayesian approach to data disclosure: Optimal intruder behavior for continuous data, J. Off. Stat. 13 (1997), pp. 75-89.
    • (1997) J. Off. Stat. , vol.13 , pp. 75-89
    • Fienberg, S.E.1    Makov, U.E.2    Sanil, A.P.3
  • 8
    • 84952535404 scopus 로고
    • The risk of disclosure for microdata
    • G. Duncan and D. Lambert, The risk of disclosure for microdata, J. Bus. Econom. Statist. 7 (1989), pp. 207-217.
    • (1989) J. Bus. Econom. Statist. , vol.7 , pp. 207-217
    • Duncan, G.1    Lambert, D.2
  • 9
    • 84995002705 scopus 로고
    • Disclosure protection of microdata: Problems and solutions
    • W.J. Keller and J.G. Bethlehem, Disclosure protection of microdata: Problems and solutions, Statist. Neerlandica 46 (1992), pp. 5-19.
    • (1992) Statist. Neerlandica , vol.46 , pp. 5-19
    • Keller, W.J.1    Bethlehem, J.G.2
  • 10
    • 0000185822 scopus 로고
    • Statistical analysis of masked data (Disc: P455-474) (Corr: 94V10 P469)
    • R.J.A. Little, Statistical analysis of masked data (Disc: P455-474) (Corr: 94V10 P469), J. Off. Stat. 9 (1993), pp. 407-426.
    • (1993) J. Off. Stat. , vol.9 , pp. 407-426
    • Little, R.J.A.1
  • 11
    • 0012776989 scopus 로고
    • Comment on "Statistical disclosure limitation"
    • D.B. Rubin, Comment on "Statistical disclosure limitation", J. Off. Stat. 9 (1993), pp. 461-468.
    • (1993) J. Off. Stat. , vol.9 , pp. 461-468
    • Rubin, D.B.1
  • 14
    • 34250686456 scopus 로고    scopus 로고
    • Multiple imputation: Review and theory, implementation and software
    • O. Harel and X.H. Zhou, Multiple imputation: Review and theory, implementation and software, Stat. Med. 26 (2007), pp. 3057-3077.
    • (2007) Stat. Med. , vol.26 , pp. 3057-3077
    • Harel, O.1    Zhou, X.H.2
  • 17
    • 12844255741 scopus 로고    scopus 로고
    • Selective multiple imputation of keys for statistical disclosure control in microdata
    • F. Liu and R.J.A. Little, Selective multiple imputation of keys for statistical disclosure control in microdata, in Proceedings of the Joint Statistical Meet, 2002, pp. 2133-2138.
    • (2002) Proceedings of the Joint Statistical Meet , pp. 2133-2138
    • Liu, F.1    Little, R.J.A.2
  • 18
    • 0346202055 scopus 로고    scopus 로고
    • Inference for partially synthetic, public use Microdata sets
    • J.P. Reiter, Inference for partially synthetic, public use Microdata sets, Surv. Methodol. 29 (2003), pp. 181-188.
    • (2003) Surv. Methodol , vol.29 , pp. 181-188
    • Reiter, J.P.1
  • 19
    • 36148937800 scopus 로고    scopus 로고
    • Using CART to generate partially synthetic public use microdata
    • J.P. Reiter, Using CART to generate partially synthetic public use microdata, J. Off. Stat. 21 (2005), pp. 441-462.
    • (2005) J. Off. Stat , vol.21 , pp. 441-462
    • Reiter, J.P.1
  • 20
    • 0346202054 scopus 로고    scopus 로고
    • Satisfying disclosure restriction with synthetic data sets
    • J.P. Reiter, Satisfying disclosure restriction with synthetic data sets, J. Off. Stat. 18 (2002), pp. 531-543.
    • (2002) J. Off. Stat , vol.18 , pp. 531-543
    • Reiter, J.P.1
  • 21
    • 36148943098 scopus 로고    scopus 로고
    • New approaches to data dissemination: A glimpse into the future (?)
    • J.P. Reiter, New approaches to data dissemination: A glimpse into the future (?), Chance 17 (2004), pp. 11-15.
    • (2004) Chance , vol.17 , pp. 11-15
    • Reiter, J.P.1
  • 22
    • 36148976352 scopus 로고    scopus 로고
    • Simultaneous use of multiple imputation for missing data and disclosure limitation
    • J.P. Reiter, Simultaneous use of multiple imputation for missing data and disclosure limitation, Surv. Methodol. 30 (2004), pp. 235-242.
    • (2004) Surv. Methodol , vol.30 , pp. 235-242
    • Reiter, J.P.1
  • 23
    • 12844284643 scopus 로고    scopus 로고
    • Releasing multiply imputed, synthetic public use microdata: An illustration and empirical study
    • J.P. Reiter, Releasing multiply imputed, synthetic public use microdata: An illustration and empirical study, J. Roy. Statist. Soc. Ser. A 168 (2005), pp. 185-205.
    • (2005) J. Roy. Statist. Soc. Ser. A , vol.168 , pp. 185-205
    • Reiter, J.P.1
  • 24
    • 0346202087 scopus 로고    scopus 로고
    • Multiple imputation for statistical disclosure limitation
    • T.E. Raghunathan, J.P. Reiter, and D.B. Rubin, Multiple imputation for statistical disclosure limitation, J. Off. Stat. 19 (2003), pp. 1-16.
    • (2003) J. Off. Stat , vol.19 , pp. 1-16
    • Raghunathan, T.E.1    Reiter, J.P.2    Rubin, D.B.3
  • 25
    • 33847711413 scopus 로고    scopus 로고
    • Robustness of a multivariate normal approximation for imputation of incomplete binary data
    • C.A. Bernaards, T.R. Belin, and J.L. Schafer, Robustness of a multivariate normal approximation for imputation of incomplete binary data, Stat. Med. 26 (2007), pp. 1368-1382.
    • (2007) Stat. Med , vol.26 , pp. 1368-1382
    • Bernaards, C.A.1    Belin, T.R.2    Schafer, J.L.3
  • 27
    • 1842607847 scopus 로고    scopus 로고
    • R Development Core Team, R Foundation for Statistical Computing, Vienna, Austria, 2007, ISBN 3-900051-07-0, Available at
    • R Development Core Team, R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing, Vienna, Austria, 2007, ISBN 3-900051-07-0. Available at http://www.R-project.org/.
    • R: A Language and Environment for Statistical Computing
  • 29
    • 0021518209 scopus 로고
    • Stochasitc relaxation, Gibbs distributions, and the Bayesian restoration of images
    • S. Geman and D. Geman, Stochasitc relaxation, Gibbs distributions, and the Bayesian restoration of images, IEEE Trans. Pattern Anal. Mach. Intell. 6 (1984), pp. 721-741.
    • (1984) IEEE Trans. Pattern Anal. Mach. Intell , vol.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 30
    • 0002178053 scopus 로고
    • Bias reduction of maximum likelihood estimates (Corr: 95V82 P667)
    • D. Firth, Bias reduction of maximum likelihood estimates (Corr: 95V82 P667), Biometrika 80 (1993), pp. 27-38.
    • (1993) Biometrika , vol.80 , pp. 27-38
    • Firth, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.