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Volumn 107, Issue 500, 2012, Pages 1385-1394

Estimating identification disclosure risk using mixed membership models

Author keywords

Confidentiality; Contingency table; Grade of membership; Latent class

Indexed keywords


EID: 84871977424     PISSN: 01621459     EISSN: 1537274X     Source Type: Journal    
DOI: 10.1080/01621459.2012.710508     Document Type: Article
Times cited : (26)

References (51)
  • 2
    • 83055166854 scopus 로고    scopus 로고
    • Discovering latent patterns with hierarchical bayesian mixed-membership models
    • eds. P. Poncelet, F. Masseglia, and M. Teisseire, Hershey, PA: IGI Global
    • Airoldi, E. M., Fienberg, S. E., Joutard, C., and Love, T. M. (2007), "Discovering Latent Patterns With Hierarchical Bayesian Mixed-Membership Models,"in Data Mining Patterns: New Methods and Applications, eds. P. Poncelet, F. Masseglia, and M. Teisseire, Hershey, PA: IGI Global, pp. 240-275.
    • (2007) Data Mining Patterns: New Methods and Applications , pp. 240-275
    • Airoldi, E.M.1    Fienberg, S.E.2    Joutard, C.3    Love, T.M.4
  • 8
    • 0003157310 scopus 로고    scopus 로고
    • Estimation of identification disclosure risk in microdata
    • Chen, G., and Keller-McNulty, S. (1998), "Estimation of Identification Disclosure Risk in Microdata," Journal of Official Statistics, 14, 79-95.
    • (1998) Journal of Official Statistics , vol.14 , pp. 79-95
    • Chen, G.1    Keller-McNulty, S.2
  • 9
    • 0346957339 scopus 로고    scopus 로고
    • Using the conditional grade-of-membership model to assess judgment accuracy
    • Cooil, B., and Varki, S. (2003), "Using the Conditional Grade-of-Membership Model to Assess Judgment Accuracy," Psychometrika, 68, 453-471.
    • (2003) Psychometrika , vol.68 , pp. 453-471
    • Cooil, B.1    Varki, S.2
  • 10
    • 0035649152 scopus 로고    scopus 로고
    • Proposals for 2001 samples of anonymized records: An assessment of disclosure risk
    • Dale, A., and Elliot, M. (2001), "Proposals for 2001 Samples of Anonymized Records: An Assessment of Disclosure Risk," Journal of the Royal Statistical Society, Series A, 164, 427-447.
    • (2001) Journal of the Royal Statistical Society, Series A , vol.164 , pp. 427-447
    • Dale, A.1    Elliot, M.2
  • 11
    • 56749093371 scopus 로고    scopus 로고
    • Algebraic statistics and contingency table problems: Log-linear models, likelihood estimation, and disclosure limitation
    • eds. M. Putinar and S. Sullivant, New York: Springer
    • Dobra, A., Fienberg, S. E., Rinaldo, A., Slavkovic, A. B., and Zhou, Y. (2008), "Algebraic Statistics and Contingency Table Problems: Log-Linear Models, Likelihood Estimation, and Disclosure Limitation," in Emerging Applications of Algebraic Geometry, eds. M. Putinar and S. Sullivant, New York: Springer, pp. 63-88.
    • (2008) Emerging Applications of Algebraic Geometry , pp. 63-88
    • Dobra, A.1    Fienberg, S.E.2    Rinaldo, A.3    Slavkovic, A.B.4    Zhou, Y.5
  • 12
    • 56749174929 scopus 로고    scopus 로고
    • Accounting for intruder uncertainty due to sampling when estimating identification disclosure risks in partially synthetic data
    • eds. J. Domingo-Ferrer and Y. Saygin, New York: Springer-Verlag
    • Drechsler, J., and Reiter, J. P. (2008), "Accounting for Intruder Uncertainty Due to Sampling When Estimating Identification Disclosure Risks in Partially Synthetic Data," in Privacy in Statistical Databases (LNCS 5262), eds. J. Domingo-Ferrer and Y. Saygin, New York: Springer-Verlag, pp. 227-238.
    • (2008) Privacy in Statistical Databases (LNCS 5262) , pp. 227-238
    • Drechsler, J.1    Reiter, J.P.2
  • 14
    • 84858171545 scopus 로고    scopus 로고
    • Record level measures of disclosure risk for survey microdata
    • Elamir, E., and Skinner, C. J. (2006), "Record Level Measures of Disclosure Risk for Survey Microdata," Journal of Official Statistics, 22, 525-539.
    • (2006) Journal of Official Statistics , vol.22 , pp. 525-539
    • Elamir, E.1    Skinner, C.J.2
  • 15
    • 29744460109 scopus 로고    scopus 로고
    • Polyhedral conditions for the nonexistence of the mle for hierarchical log-linear models
    • Eriksson, N., Fienberg, S. E., Rinaldo, A., and Sullivant, S. (2006), "Polyhedral Conditions for the Nonexistence of the MLE for Hierarchical Log-Linear Models," Journal of Symbolic Computation, 41, 222-233.
    • (2006) Journal of Symbolic Computation , vol.41 , pp. 222-233
    • Eriksson, N.1    Fienberg, S.E.2    Rinaldo, A.3    Sullivant, S.4
  • 17
    • 33646422748 scopus 로고    scopus 로고
    • Comparing latent structures of the grade of membership, rasch, and latent class models
    • Erosheva, E. (2005), "Comparing Latent Structures of the Grade of Membership, Rasch, and Latent Class Models," Psychometrika, 70, 619-628.
    • (2005) Psychometrika , vol.70 , pp. 619-628
    • Erosheva, E.1
  • 18
    • 52949126188 scopus 로고    scopus 로고
    • Describing disability through individual-level mixture models for multivariate binary data
    • Erosheva, E., Fienberg, S., and Joutard, C. (2007), "Describing Disability Through Individual-Level Mixture Models for Multivariate Binary Data," The Annals of Applied Statistics, 1, 502-537.
    • (2007) The Annals of Applied Statistics , vol.1 , pp. 502-537
    • Erosheva, E.1    Fienberg, S.2    Joutard, C.3
  • 19
    • 34447522450 scopus 로고    scopus 로고
    • Alternative statistical models and representations for large sparse multi-dimensional contingency tables
    • Erosheva, E., Fienberg, S., and Junker, B. (2002), "Alternative Statistical Models and Representations for Large Sparse Multi-Dimensional Contingency Tables," Annales de la faculté des sciences deToulouse, 11, 485-505.
    • (2002) Annales De La Faculté Des Sciences DeToulouse , vol.11 , pp. 485-505
    • Erosheva, E.1    Fienberg, S.2    Junker, B.3
  • 22
    • 0000926751 scopus 로고    scopus 로고
    • Confidentiality, uniqueness, and disclosure limitation for categorical data
    • Fienberg, S. E., and Makov, U. E. (1998), "Confidentiality, Uniqueness, and Disclosure Limitation for Categorical Data," Journal of Official Statistics, 14, 361-372.
    • (1998) Journal of Official Statistics , vol.14 , pp. 361-372
    • Fienberg, S.E.1    Makov, U.E.2
  • 23
    • 34848900187 scopus 로고    scopus 로고
    • Bayesian disclosure risk assessment: Predicting small frequencies in contingency tables
    • Forster, J., and Webb, E. (2007), "Bayesian Disclosure Risk Assessment: Predicting Small Frequencies in Contingency Tables," Journal of the Royal Statistical Society, Series C, 56, 551-570.
    • (2007) Journal of the Royal Statistical Society, Series C , vol.56 , pp. 551-570
    • Forster, J.1    Webb, E.2
  • 25
    • 85041975304 scopus 로고
    • Exploratory latent structure analysis using both identifiable and unidentifiable models
    • Goodman, L. A. (1974), "Exploratory Latent Structure Analysis Using Both Identifiable and Unidentifiable Models," Biometrika, 61, 215-231.
    • (1974) Biometrika , vol.61 , pp. 215-231
    • Goodman, L.A.1
  • 26
    • 34247094367 scopus 로고    scopus 로고
    • Ph. D. dissertation, Department of Statistics, University of Dublin, Trinity College
    • Gormley, C. (2006), "Statistical Models for Rank Data," Ph. D. dissertation, Department of Statistics, University of Dublin, Trinity College.
    • (2006) Statistical Models for Rank Data
    • Gormley, C.1
  • 27
    • 77249156236 scopus 로고    scopus 로고
    • A mixture of experts model for rank data with applications in election studies
    • Gormley, I., and Murphy, T. (2008), "A Mixture of Experts Model for Rank Data With Applications in Election Studies," The Annals of Applied Statistics, 2, 1452-1477.
    • (2008) The Annals of Applied Statistics , vol.2 , pp. 1452-1477
    • Gormley, I.1    Murphy, T.2
  • 28
    • 84995020646 scopus 로고
    • Strategies for measuring risk in public use microdata files
    • Greenberg, B. V., and Zayatz, L. V. (1992), "Strategies for Measuring Risk in Public Use Microdata Files," Statistica Neerlandica, 46, 33-48.
    • (1992) Statistica Neerlandica , vol.46 , pp. 33-48
    • Greenberg, B.V.1    Zayatz, L.V.2
  • 29
    • 0005065531 scopus 로고
    • Review: Statistical applications using fuzzy sets
    • by K. Manton, M. Woodbury and H. Tolley
    • Haberman, S. J. (1995), "Review: Statistical Applications Using Fuzzy Sets, by K. Manton, M. Woodbury and H. Tolley," Journal of the American Statistical Association, 90, 1131-1133.
    • (1995) Journal of the American Statistical Association , vol.90 , pp. 1131-1133
    • Haberman, S.J.1
  • 30
    • 0000613292 scopus 로고
    • Conditional association and unidimensionality in monotone latent variable models
    • Holland, P. W., and Rosenbaum, P. R. (1986), "Conditional Association and Unidimensionality in Monotone Latent Variable Models," The Annals of Statistics, 14, 1523-1543.
    • (1986) The Annals of Statistics , vol.14 , pp. 1523-1543
    • Holland, P.W.1    Rosenbaum, P.R.2
  • 32
    • 57649180868 scopus 로고    scopus 로고
    • Population size estimation using individual level mixture models
    • Manrique-Vallier, D., and Fienberg, S. (2008), "Population Size Estimation Using Individual Level Mixture Models," Biometrical Journal, 50, 1051-1063.
    • (2008) Biometrical Journal , vol.50 , pp. 1051-1063
    • Manrique-Vallier, D.1    Fienberg, S.2
  • 34
    • 0033239688 scopus 로고    scopus 로고
    • Statistical methods for some simple disclosure limitation rules
    • Pannekoek, J. (1999), "Statistical Methods for Some Simple Disclosure Limitation Rules," Statistica Neerlandica, 53, 55-67.
    • (1999) Statistica Neerlandica , vol.53 , pp. 55-67
    • Pannekoek, J.1
  • 35
    • 0034118493 scopus 로고    scopus 로고
    • Inference of population structure using multilocus genotype data
    • Pritchard, J. K., Stephens, M., and Donnelly, P. (2000), "Inference of Population Structure Using Multilocus Genotype Data," Genetics, 155, 945-959.
    • (2000) Genetics , vol.155 , pp. 945-959
    • Pritchard, J.K.1    Stephens, M.2    Donnelly, P.3
  • 39
    • 84871948095 scopus 로고    scopus 로고
    • Variances and confidence intervals for sample disclosure risk measures
    • Rinott, Y., and Shlomo, N. (2007), "Variances and Confidence Intervals for Sample Disclosure Risk Measures," in Proceedings of the 56th Session of the ISI, pp. 22-29.
    • (2007) Proceedings of the 56th Session of the ISI , pp. 22-29
    • Rinott, Y.1    Shlomo, N.2
  • 40
    • 0012776989 scopus 로고
    • Discussion: Statistical disclosure limitation
    • Rubin, D. B. (1993), "Discussion: Statistical Disclosure Limitation," Journal of Official Statistics, 9, 462-468.
    • (1993) Journal of Official Statistics , vol.9 , pp. 462-468
    • Rubin, D.B.1
  • 42
    • 0000633311 scopus 로고    scopus 로고
    • A bayesian species-sampling-inspired approach to the uniques problem in microdata
    • Samuels, S. M. (1998), "A Bayesian Species-Sampling-Inspired Approach to the Uniques Problem in Microdata," Journal of Official Statistics, 14, 373-384.
    • (1998) Journal of Official Statistics , vol.14 , pp. 373-384
    • Samuels, S.M.1
  • 43
    • 80051490982 scopus 로고    scopus 로고
    • Assessing the protection provided by misclassification-based disclosure limitation methods for survey microdata
    • Shlomo, N., and Skinner, C. J. (2010), "Assessing the Protection Provided by Misclassification-Based Disclosure Limitation Methods for Survey Microdata," The Annals of Applied Statistics, 4, 1291-1310.
    • (2010) The Annals of Applied Statistics , vol.4 , pp. 1291-1310
    • Shlomo, N.1    Skinner, C.J.2
  • 44
    • 36048998262 scopus 로고    scopus 로고
    • Item response theory: Past performance, present developments, and future expectations
    • Sijtsma, K., and Junker, B. (2006), "Item Response Theory: Past Performance, Present Developments, and Future Expectations," Behaviormetrika, 33, 75-102.
    • (2006) Behaviormetrika , vol.33 , pp. 75-102
    • Sijtsma, K.1    Junker, B.2
  • 45
    • 0001525945 scopus 로고    scopus 로고
    • Estimating the re-identification risk per record in microdata
    • Skinner, C., and Holmes, D. (1998), "Estimating the Re-Identification Risk Per Record in Microdata," Journal of Official Statistics, 14, 361-372.
    • (1998) Journal of Official Statistics , vol.14 , pp. 361-372
    • Skinner, C.1    Holmes, D.2
  • 47
    • 84995047878 scopus 로고
    • On identification disclosure and prediction disclosure for microdata
    • Skinner, C. J. (1992), "On Identification Disclosure and Prediction Disclosure for Microdata," Statistica Neerlandica, 46, 21-32.
    • (1992) Statistica Neerlandica , vol.46 , pp. 21-32
    • Skinner, C.J.1
  • 48
    • 54949127921 scopus 로고    scopus 로고
    • Assessing identification risk in survey microdata using log-linear models
    • Skinner, C. J., and Shlomo, N. (2008), "Assessing Identification Risk in Survey Microdata Using Log-Linear Models," Journal of the American Statistical Association, 103, 989-1001.
    • (2008) Journal of the American Statistical Association , vol.103 , pp. 989-1001
    • Skinner, C.J.1    Shlomo, N.2
  • 50
    • 0018100512 scopus 로고
    • Mathematical typology: A grade of membership technique for obtaining disease definition
    • Woodbury, M., Clive, J., and Garson Jr, A. (1978), "Mathematical Typology: A Grade of Membership Technique for Obtaining Disease Definition," Computers in Biomedical Research, 11, 277-298.
    • (1978) Computers in Biomedical Research , vol.11 , pp. 277-298
    • Woodbury, M.1    Clive, J.2    Garson, A.3


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