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Addressing Disclosure Concerns and Analysis Demands in a Real-Time Online Analytic System

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Chipperfield, J. and Yu, F. (2011). Protecting Confidentiality in a Remote Analysis Server for Tabulation and Analysis of Data. Joint UNECE/Eurostat work session on statistical data confidentiality (Tarragona, Spain, 26-28 October 2011). United Nations Economic Commission for Europe (UNECE). Conference of European Statisticians, European Commission Statistical Office of the European Union (Eurostat).Search in Google Scholar

Dalenius, T. and Reiss, S. (1982). Data-swapping: A Technique for Disclosure Control. Journal of Statistical Planning and Inference, 6, 73-85.10.1016/0378-3758(82)90058-1Search in Google Scholar

Deming, W.E. and Stephan, F.F. (1940). On a Least Square Adjustment of a Sampled Frequency Table When the Expected Marginal Totals Are Known. Annals of Mathematical Statistics, 11, 427-444.10.1214/aoms/1177731829Search in Google Scholar

Duncan, G.T., Elliot, M., and Salazar-Gonza´lez, J. (2011). Statistical Confidentiality: Principles and Practice. New York: Springer.10.1007/978-1-4419-7802-8Search in Google Scholar

FCSM (2005). Report on Statistical Disclosure Methodology. Statistical Policy Working Paper 22 of the Federal Committee on Statistical Methodology, 2nd version. Revised by Confidentiality and Data Access Committee 2005, Statistical and Science Policy, Office of Information and Regulatory Affairs, Office of Management and Budget. Available at: http://www.fcsm.gov/working-papers/SPWP22_rev.pdf (accessed October 21, 2012).Search in Google Scholar

Fienberg, S.E. (2009). The Relevance or Irrelevance of Weights for Confidentiality and Statistical Analyses. Journal of Privacy and Confidentiality: Vol. 1: Iss. 2, Article 4. Available at: http://repository.cmu.edu/jpc/vol1/iss2/4 (accessed February 1, 2013).Search in Google Scholar

Fienberg, S.E. and McIntyre, J. (2005). Data Swapping: Variations on a Theme by Dalenius and Reiss. Journal of Official Statistics, 21, 309-323.Search in Google Scholar

Fraser, B. and Wooten, J. (2005). A Proposed Method for Confidentialising Tabular Output to Protect Against Differencing. Paper presented at the November 2005 UNECE Work Session on statistical data confidentiality.Search in Google Scholar

Freiman, M., Lucero, J., Singh, L., You, J., DePersio, M., and Zayatz, L. (2011). The Microdata Analysis System at the U.S. Census Bureau. Proceedings of the Joint Statistical Meetings, American Statistical Association Section on Survey Research Methods.Search in Google Scholar

Gentleman, J.F. (2011). A Real-Time Online System for Analyzing Restricted Data from the U.S. National Center for Health Statistics’ National Health Interview Survey. Proceedings of the 58th World Statistics Congress of the International Statistical Institute. Available at: http://isi2011.congressplanner.eu/pdfs/650208.pdf (accessed February 1, 2013).Search in Google Scholar

Gentleman, J.F. (2012). Using the National Health Interview Survey to Monitor the Early Effects of the Affordable Care Act. Proc. 2012 Joint Statistical Meetings, San Diego.Search in Google Scholar

Hundepool, A., Domingo-Ferrer, J., Franconi, L., Giessing, S., Nordholt, E.S., Spicer, K., and de Wolf, P.-P. (2012). Data Access Issues. In Statistical Disclosure Control. Chichester, UK: John Wiley & Sons. doi: 10.1002/9781118348239.ch6.10.1002/9781118348239.ch6Search in Google Scholar

IHIS (2012). Minnesota Population Center and State Health Access Data Assistance Center, Integrated Health Interview Series: Version 5.0. Minneapolis: University of Minnesota, 2012. Available at: http://www.ihis.us (accessed November 23, 2012).Search in Google Scholar

Kaufman, S., Seastrom, M., and Roey, S. (2005). Do disclosure controls to protect confidentiality degrade the quality of the data? Proceedings of the Joint Statistical Meetings, American Statistical Association Section on Government Statistics. Alexandria, VA: American Statistical Association.Search in Google Scholar

Krenzke, T., Li, J., Judkins, D., and Larsen, M. (2011a). Evaluating a Constrained Hotdeck to Perturb American Community Survey Data for the Transportation Planning Products. Proceedings of the Joint Statistical Meetings, American Statistical Association Section on Survey Research Methods.Search in Google Scholar

Krenzke, T., Li, J., Freedman, M., Judkins, D., Hubble, D., Roisman, R., and Larsen, M. (2011b). Producing Transportation Data Products from the American Community Survey that Comply with Disclosure Rules. Washington, DC: National Cooperative Highway Research Program, Transportation Research Board, National Academy of Sciences.Search in Google Scholar

Lucero, J., Zayatz, L., Singh, L., You, J., DePersio, M., and Freiman, M. (2011). The Current Stage of the Microdata Analysis System at the US Census Bureau. Proceedings of the 58th World Statistics Congress of the International Statistical Institute. Available at:http:\\isi2011.congressplanner.eu/pdfs/650103.pdf (accessed February 1, 2013).Search in Google Scholar

Meyer, P., Robinson, E.S., and Madans, J. (2012). Protecting Confidentiality in a Data Enclave. Statistical Journal of the IAOS, 28, 25-30.Search in Google Scholar

NCHS RDC (2011). National Center for Health Statistics Research Data Center website link http://www.cdc.gov/rdc/ (accessed February 1, 2013). National Center for Health Statistics, Centers for Disease Control and Prevention. U.S. Department of Health and Human Services.Search in Google Scholar

NCES (2003). NCES Statistical Standards. NCES 2003-601. Washington, DC: 2003. Available at: http://nces.ed.gov/statprog/2002/std5_3.asp (accessed February 1, 2013).Search in Google Scholar

NHIS (2010). National Health Interview Survey Description document. Available at: ftp://ftp.cdc.gov/pub/Health_Statistics/NCHS/Dataset_Documentation/NHIS/2010/srvydesc.pdf (accessed February 1, 2013). Division of Health Interview Statistics, National Center for Health Statistics. Centers for Disease Control and Prevention. U.S. Department of Health and Human Services.Search in Google Scholar

NHIS (2011). National Health Interview Survey website link, http://www.cdc.gov/nchs/nhis.htm (accessed February 1, 2013). National Center for Health Statistics, Centers for Disease Control and Prevention. U.S. Department of Health and Human Services.Search in Google Scholar

ONS (2006). Review of the Dissemination of Health Statistics: Confidentiality Guidance. Health and Care. London, UK: Office for National Statistics. Ramanayake and Zayatz (2010). Balancing Disclosure Risk with Data Quality. Research Report Series (Statistics #2010-04). Statistical Research Division, U.S. Census Bureau, Washington, D.C.Search in Google Scholar

Reiter, J. (2003). Model Diagnostics for Remote-Access Regression Servers. Statistics and Computing, 13, 371-380.10.1023/A:1025623108012Search in Google Scholar

Shlomo, N. and Skinner, C. (2010). Assessing the Protection Provided by Misclassification- Based Disclosure Limitation Methods for Survey Microdata. Annals of Applied Statistics, 4, 1291-1310.10.1214/09-AOAS317Search in Google Scholar

Simard, M. (2011). Real Time Remote Access at Statistics Canada: Development, Challenges, and Issues. Proceedings of the 58th World Statistics Congress of the International Statistical Institute. Available at: isi2011.congressplanner. eu/pdfs/650096.pdf (accessed February 1, 2013).Search in Google Scholar

Skinner, C.J. and Shlomo, N. (2008). Assessing Identification Risk in Survey Microdata Using Log-linear Models. Journal of American Statistical Association, 103, 989-1001.10.1198/016214507000001328Search in Google Scholar

Statistics Netherlands (2008). m-ARGUS version 4.2 User’s Manual. Available at: http://neon.vb.cbs.n1/casc/Software/MuManual4.2.pdf (accessed February 1, 2013).Search in Google Scholar

Sweeney, L. (2002). Achieving k-anonymity Privacy Protection Using Generalization and Suppression. International Journal on Uncertainty, Fuzziness and Knowledge-based Systems, 10, 571-588.10.1142/S021848850200165XSearch in Google Scholar

Tam, S. (2011). On-line Access of Micro-Data at the Australian Bureau of Statistics - Challenges and Future Directions. Proceedings of the 58th World Statistics Congress of the International Statistical Institute. Available at: isi2011.congressplanner. eu/pdfs/650030.pdf (accessed February 1, 2013).Search in Google Scholar

UCLA (2012). AskCHIS website: http://ask.chis.ucla.edu/main/default.asp (Accessed February 1, 2013). University of California, Los Angeles Center for Health Policy Research.Search in Google Scholar

Woo, M., Reiter, J., Oganian, A., and Karr, A. (2009). Global Measures of Data Utility for Microdata Masked for Disclosure Limitation. The Journal of Privacy and Confidentiality, 1, 111-124. 10.29012/jpc.v1i1.568Search in Google Scholar

eISSN:
2001-7367
Lingua:
Inglese
Frequenza di pubblicazione:
4 volte all'anno
Argomenti della rivista:
Mathematics, Probability and Statistics