Publications

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2011
Karr, A. F., and S. K. Kinney. "Research access to restricted-use data." Chance 24 (2011): 41-45.
Karr, A. F., and S. K. Kinney. "Research access to restricted-use data." Chance 24 (2011): 41-45.
Karr, A. F., L. H. Cox, and S. K. Kinney. "Risk-utility paradigms for statistical disclosure limitation: How to think, but not how to act (with discussion)." International Statistical Review 79 (2011): 160-199.
Karr, A. F., L. H. Cox, and S. K. Kinney. "Risk-utility paradigms for statistical disclosure limitation: How to think, but not how to act (with discussion)." International Statistical Review 79 (2011): 160-199.
Pauley, L., J. Kulikowich, N. Sedransk, and R. Engel. "Studying the Reliability and Validity of Test Scores for Mathematical and Spatial Reasoning Tasks for Engineering Students." In Proceedings, American Society for Engineering Education., 2011.
Kinney, S. K., J. P. Reiter, AP Reznek, J Miranda, R Jarmin, and JM Abowd. "Toward Unrestricted Public Use Business Microdata: The Synthetic Longitudinal Business Database." International Statistical Review 79, no. 3 (2011): 362-384.
2010
Carr, Stephan A., Nell Sedransk., Henry Rodriguez, Zivana Tezak, Mehdi Mesri, Daniel C. Liebler, Susan J. Fisher, Paul Tempst, Tara Hiltke, Larry G. Kessler et al. "Analytical Validation of Proteomic-Based Multiplex Assays: A Workshop Report by the NCI-FDA Interagency Oncology Task Force on Molecular Diagnostics." Journal of Clinical Chemistry 56 (2010): 237-243.
Carr, Stephan A., Nell Sedransk., Henry Rodriguez, Zivana Tezak, Mehdi Mesri, Daniel C. Liebler, Susan J. Fisher, Paul Tempst, Tara Hiltke, Larry G. Kessler et al. "Analytical Validation of Proteomic-Based Multiplex Assays: A Workshop Report by the NCI-FDA Interagency Oncology Task Force on Molecular Diagnostics." Journal of Clinical Chemistry 56 (2010): 237-243.
Karr, A. F., S. H. Holan, D. Toth, and M. A. R. Ferreira. "Bayesian multiscale multiple imputation with implications to data confidentiality." Journal of American Statistical Association 105 (2010): 564-577.
Pauley, L., J.M. Kulikowich, N. Sedransk, and R. Engel. "Constructing mathematical and spatial-reasoning measures for engineering students." In Proceedings, American Society for Engineering Education., 2010.
Karr, A. F., S. K. Kinney, and J. F. Gonzalez, Jr. "Data confidentiality—the next five years: Summary and guide to papers." Journal of Privacy and Confidentiality 1 (2010): 125-134.
Karr, A. F., S. K. Kinney, and J. F. Gonzalez, Jr. "Data confidentiality—the next five years: Summary and guide to papers." Journal of Privacy and Confidentiality 1 (2010): 125-134.
Karr, A. F., and A. Oganian. "Masking methods that preserve positivity constraints in microdata." J. Statist. Planning Inf. 141 (2010): 31-41.
Karr, A. F. "Preserving data utility via BART." Journal of Statistical Planning Inf. 140 (2010): 2551-2561.
Karr, A. F., and X. Lin. "Privacy-preserving maximum likelihood estimation for distributed data." Journal of Privacy and Confidentiality 1 (2010): 213-222.
Sedransk, N., J.M. Kulikowich, R. Engel, X. Wang, P. Gunning, and A. Fleming. "Psychometric and Statistical Modeling for the Study of Retention and Graduation in Undergraduate Engineering." In Social Statistics and Higher Education Conference Volume., 2010.
Karr, A. F. "Secure statistical analysis of distributed databases, emphasizing what we don’t know." Journal of Privacy and Confidentiality 1 (2010): 197-211.
2009
Karr, A. F., A. Oganyan, J. P. Reiter, and M.-J. Woo. "Global measures of data utility for microdata masked for disclosure limitation." Journal of Privacy and Confidentiality 1 (2009): 111-124.
Karr, A. F. NISS/NESSI Task Force on Full Population Estimates for NAEP. National Institute of Statistical Sciences, 2009.
Karr, A. F., X. Lin, J. P. Reiter, and A. P. Sanil. "Privacy-preserving analysis of vertically partitioned data using secure matrix products." Journal of Official Statistics 25 (2009): 125-138.
Karr, A. F. "The role of transparency in statistical disclosure limitation." In Proc. Joint UNECE/Eurostat Work Session on Statistical Data Confidentiality. Bilbao, Spain, 2009.
Reiter, J. P., A. Oganyan, and A. F. Karr. "Verification servers: enabling analysts to assess the quality of inferences from public use data." Computational Statistics and Data Analysis 53 (2009): 1475-1482.
2008
SS, Young, Bang H, and Oktay K. "Cereal-induced gender selection? Most likely a multiple testing false positive." Proceedings - Royal Society B 276 (2008): 1211-1212.
Karr, Alan F. "Citizen access to government statistical information.", edited by H. Chen, L. Brandt, V. Gregg, R. Traunmüller, S. Dawes, E. Hovy, A. Macintosh and C. A. Larson, 503-529. Springer US, 2008.
Woo, Mi-ja, Jerome Reiter, and Alan F. Karr. "Estimation of propensity scores using generalized additive models." Statisics in Medicine 27 (2008): 3806-3816.
Banks, H. T., H. K. Nguyen, J. R. Samuels, Jr., and A. F. Karr. "Sensitivity to noise variance in a social network dynamics model." Q. Applied Mathematics 66 (2008): 233-247.
2007
Karr, A. F., J. Ghosh, and J. P. Reiter. "Secure computation with horizontally partitioned data using adaptive regression splines." Journal of Computational Statistics and Data Analysis 51 (2007): 5813-5820.
Karr, A. F., S. E. Fienberg, Y. Nardi, and A. Slavkovic. "Secure logistic regression with distributed databases." In Bulletin of International Statistics Institute., 2007.
Haran, Murali, Alan Karr, Michael Last, Alessandro Orso, Adam A. Porter, Ashish Sanil, and Sandro Fouché. "Techniques for classifying executions of deployed software to support software engineering tasks." IEEE TRANSACTIONS ON SOFTWARE ENGINEERING 33 (2007): 287-304.
2006
Karr, A. F., and A. Oganyan. "Combinations of SDC methods for microdata protection." In Privacy in Statistical Databases: CENEX–SDC Project International Conference, PSD 2006 Rome, Italy, December 13–15, 2006 Proceedings, edited by J. Domingo–Ferrer and L. Franconi., 2006.
Karr, Alan F., Ashish P. Sanil, and David L. Banks. "Data quality: A statistical perspective." Statistical Methodology 3 (2006): 137-173.
Karr, A. F., C. N. Kohnen, A. Oganyan, J. P. Reiter, and A. P. Sanil. "A framework for evaluating the utility of data altered to protect confidentiality." The American Statistician 60 (2006): 224-232.
Karr, A. F., C. N. Kohnen, A. Oganyan, J. P. Reiter, and A. P. Sanil. "A framework for evaluating the utility of data altered to protect confidentiality." The American Statistician 60 (2006): 224-232.
Karr, Alan F., WJ Fulp, F. Vera, S.S. Young, X. Lin, and J. P. Reiter. "Secure, privacy-preserving analysis of distributed databases." Technometrics 48 (2006): 133-143.
KS, Remlinger, Hughes-Oliver JM, Young SS, and Lam RL. "Statistical design of pools using optimal coverage and minimal collision." Technom 48 (2006): 133-143.
Karr, A. F., and M. Last. Survey Costs: Workshop Report and White Paper. National Institute of Statistical Sciences, 2006.
2005
Karr, A. F., M. Haran, A. A. Porter, A. Orso, and A. P. Sanil. Applying classification techniques to remotely-collected program execution data In Proc. ACM SIGSOFT Symposium Foundations of Software Engineering 2005. New York: ACM, 2005.
Karr, A. F., J. Feng, X. Lin, J. P. Reiter, A. P. Sanil, and S.S. Young. "Data dissemination and disclosure limitation in a world without microdata: A risk-utility framework for remote access analysis servers." Statistical Science 20 (2005): 163-177.
Karr, A. F., and A. P. Sanil. "Data quality and data confidentiality for microdata: implications and strategies." In Bull. International Statistical Inst., 55th Session., 2005.
Gomatam, Shanti, Alan F. Karr, and Ashish P. Sanil. "Data Swapping as a Decision Problem." Journal of Official Statistics 21 (2005): 635-655.
Karr, A. F. "Discussion of ‘The impact of technology on the scientific method' by S. Keller–McNulty, A. G.Wilson and G. Wilson." Chance 18 (2005): 1.
Porter, A. A., and A. F. Karr. "Distributed performance testing using statistical modeling." In ICSE 2005 Workshop on Advances in Model-Based Software Testing (A-MOST)., 2005.
Karr, A. F. National Institute of Statistical Sciences/Education Statistics Services Institute Task Force on Graduation, Completion and Dropout Indicators: Final Report. US Department of Education, Institute of Education Sciences, NCES, 2005.
Karr, Alan F., Jun Feng, Xiaodong Lin, Ashish P. Sanil, Stanley S. Young, and Jerome P. Reiter. "Secure analysis of distributed chemical databases without data integration." J. Computer-Aided Molecular Design 19 (2005): 739-747.
Karr, Alan F., Alan F. Karr, Xiaodong Lin, Xiaodong Lin, Ashish P. Sanil, Ashish P. Sanil, Jerome P. Reiter, and Jerome P. Reiter. "Secure Regression on Distributed Databases." J. Computational and Graphical Statist 14 (2005): 263-279.
Karr, Alan F., Alan F. Karr, Xiaodong Lin, Xiaodong Lin, Ashish P. Sanil, Ashish P. Sanil, Jerome P. Reiter, and Jerome P. Reiter. "Secure Regression on Distributed Databases." J. Computational and Graphical Statist 14 (2005): 263-279.
Karr, Alan F., Xiaodong Lin, Ashish P. Sanil, and Jerome P. Reiter. "Secure statistical analysis of distributed databases using partially trusted third parties. Manuscript in preparation." In In Statistical Methods in Counterterrorism: Game Theory, Modeling, Syndromic Surveillance, and Biometric Authentication, edited by D. Olwell, A. G.Wilson and G. Wilson. New York: Springer–Verlag, 2005.
Karr, A. F., and A. P. Sanil. Title IX Data Collection: Technical Manual for Developing the User’s Guide. National Institute of Statistical Sciences, 2005.
2004
Karr, A. F., X. Lin, J. P. Reiter, and A. P. Sanil. "Analysis of integrated data without data integration." Chance 17 (2004): 26-29.
Karr, A. F. "Data confidentiality, data quality and data integration for federal databases." In Proc. dg.o 2004, National Conference on Digital Government Research, 91-92., 2004.

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