Publications

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2015
Schifeling, T., C. Cheng, Jerome Reiter, and D.C. Hillygus. "Accounting for nonignorable unit nonresponse and attrition in panel studies with refreshment samples." Journal of Survey Statistics and Methodology 3, no. 3 (2015): 265-295.
Kim, H. J., L. H. Cox, A. F. Karr, J. P. Reiter, and Q. Wang. "Simultaneous Edit-Imputation for Continuous Microdata." Journal of the American Statistical Association 110 (2015): 987-999.
Karr, A. F., H. J. Kim, and J. P. Reiter. "Statistical disclosure limitation in the presence of edit rules." Journal of Official Statistics 31 (2015): 121-138.
2014
Karr, A. F., and J. P. Reiter. "Analytical frameworks for data release: A statistical view." In Confidentiality and Data Access in the Use of Big Data: Theory and Practical Approaches. . New York City, NY: Cambridge University Press, 2014.
Karr, A. F., R. Ferrell, T. H. McCormick, and P. B. Ryan. "Big data, big results: Knowledge discovery in output from large-scale analytics." Statistical Analysis and Data Mining 7, no. 5 (2014): 404-412.
Karr, A. F., and J. P. Reiter. "Confidentiality and Data Access in the Use of Big Data: Theory and Practical Approaches.", edited by J. Lane, V. Stodden, H. Nissenbaum and S. Bender. Cambridge University Press, 2014.
Rudnick, P. A., X. Wang, E. Yan, N. Sedransk, and S. E. Stein. "Improved Normalization of Systematic Biases Affecting Ion Current Measurements in Label-free Proteomics Data." Molecular & Cellular Proteomics 13, no. 5 (2014): 1341-1351.
Kinney, S. K., J. P. Reiter, and J. Miranda. "Improving the Synthetic Longitudinal Business Database." Statistical Journal of the IAOS 30, no. 2 (2014): 129-135.
Karr, A. F., H. J. Kim, L. H. Cox, Q. Wang, and J. P. Reiter. "Multiple imputation of missing or faulty values under linear constraints." Journal of Business Economic Statistics 32, no. 3 (2014): 375-386.
Kim, H. J., Karr Alan F, L. H. Cox, J. P. Reiter, and Q. Wang. "Simultaneous Edit-Imputation for Continuous Microdata." (2014).
Kinney, S. K., J. P. Reiter, and J. Miranda. "SynLBD 2.0: Improving the Synthetic Longitudinal Business Database." Statistical Journal of the International Association for Official Statistics 30 (2014): 129-135.
2013
Abbatiello, S., X. Feng, N. Sedransk, DR Mani, B Schilling, B Maclean, LJ Zimmerman, MP Cusack, SC Hall, T Addona et al. "Design, Implementation and Multisite Evaluation of a System Suitability Protocol for the Quantitative Assessment of Instrument Performance in Liquid Chromatography-Multiple Reaction Monitoring-MS (LC-MRM-MS)." Molecular and Cellular Proteomics 12 (2013): 2623-2639.
Abbatiello, S., X. Feng, N. Sedransk, DR Mani, B Schilling, B Maclean, LJ Zimmerman, MP Cusack, SC Hall, T Addona et al. "Design, Implementation and Multisite Evaluation of a System Suitability Protocol for the Quantitative Assessment of Instrument Performance in Liquid Chromatography-Multiple Reaction Monitoring-MS (LC-MRM-MS)." Molecular and Cellular Proteomics 12 (2013): 2623-2639.
Abbatiello, S., X. Feng, N. Sedransk, DR Mani, B Schilling, B Maclean, LJ Zimmerman, MP Cusack, SC Hall, T Addona et al. "Design, Implementation and Multisite Evaluation of a System Suitability Protocol for the Quantitative Assessment of Instrument Performance in Liquid Chromatography-Multiple Reaction Monitoring-MS (LC-MRM-MS)." Molecular and Cellular Proteomics 12 (2013): 2623-2639.
Abbatiello, S., X. Feng, N. Sedransk, DR Mani, B Schilling, B Maclean, LJ Zimmerman, MP Cusack, SC Hall, T Addona et al. "Design, Implementation and Multisite Evaluation of a System Suitability Protocol for the Quantitative Assessment of Instrument Performance in Liquid Chromatography-Multiple Reaction Monitoring-MS (LC-MRM-MS)." Molecular and Cellular Proteomics 12 (2013): 2623-2639.
2012
JM, Hughes-Oliver, Brooks A, Welch W, Khaldei MG, Hawkins DM, Young SS, Patil K, Howell GW, Ng RT, and Chu MT. "ChemModLab: A web-based cheminromates modeling laboratory." Cheminformatics 11 (2012): 61-81.
Karr, A. F., G. F. List, B. M. Williams, and N. M. Rouphail. "Forging an understanding of travel time reliability for freeway and arterial networks." In Proc. 2012 International Symposium on Transportation Network Reliability (INSTR)., 2012.
Reiter, J. P., and S. K. Kinney. "Inferentially Valid, Partially Synthetic Datasets: Generating from Predictive Distributions Not Necessary." Journal of Official Statistics 28, no. 4 (2012): 1-9.
2011
Sedransk, Nell, Lawrence H. Cox, Deborah Nolan, Keith Soper, Cliff Spiegelman, Linda J. Young, Katrina L. Kelner, Robert A. Moffitt, Ani Thakar, Jordan Raddick et al. "Make research data public? - Not always so simple: A Dialogue for statisticians and science editors." Statistical Science 5 (2011): 41-50.
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.
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.
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.
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., 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.
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
Woo, Mi-ja, Jerome Reiter, and Alan F. Karr. "Estimation of propensity scores using generalized additive models." Statisics in Medicine 27 (2008): 3806-3816.
Fienberg, Stephen E. "Homeland Insecurity." In Terrorism Informatics, edited by Hsinchun Chen, Edna Reid, Joshua Sinai, Andrew Silke and Boaz Ganor, 197-218. Vol. 18. Integrated Series In Information Systems 18. Springer US, 2008.
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.
Sedransk, N., and A. Rukhin. "Statistics in metrology: International key comparisons and interlaboratory studies." Journal of Data Science 5 (2007): 393-412.
2006
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.
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, 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.
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., X. Lin, J. P. Reiter, and A. P. Sanil. "Privacy preserving regression modelling via distributed computation." In Proc. Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 677-682., 2004.
Karr, A. F., X. Lin, J. P. Reiter, and A. P. Sanil. "Regression on distributed databases via secure multi-party computation." In Proc. dg.o 2004, National Conference on Digital Government Research, 405-406., 2004.
Karr, A. F., C. N. Kohnen, X. Lin, J. P. Reiter, and A. P. Sanil. "Secure regression for vertically partitioned, partially overlapping data." In ASA Proceedings 2004., 2004.
2003
Dobra, Adrian, and Stephen E. Fienberg. "Bounding Entries in Multi-way Contingency Tables Given a Set of Marginal Totals." In Foundations of Statistical Inference, edited by Yoel Haitovsky, Yaacov Ritov and HansRudolf Lerche, 3-16. Contributions to Statistics. Physica-Verlag HD, 2003.
2002
Sacks, Jerome, Nagui M. Rouphail, Brian B. Park, and Piyushimita Thakuriah. "Statistically-Based Validation of Computer Simulation Models in Traffic Operations and Management." Journal of Transportation and Statistics 5 (2002).
2001
Park, Byungkyu, Nagui M. Rouphail, and Jerome Sacks. "Assessment of Stochastic Signal Optimization Method Using Microsimulation." Transportation Research Record 1748 (2001): 40-45.
Karr, A. F., C.-M. Aldea, J. Rapoport, and S. P. Shah. "Combined effect of cracking and water permeability of fiber-reinforced concrete." In Concrete Under Severe Conditions, Proceedings of the Third International Conference on Concrete Under Severe Conditions, 71?78., 2001.
Park, B., N. M. Rouphail, and J. Sacks. "A Framework for Traffic Simulation Model Validation Procedure Using CORSIM as a Test-Bed." In 2001 International Symposium on Advanced Highway Technology., 2001.
2000
Karr, A. F., N. Raghavan, R. Bell, M. Schonlau, and D. Pregibon. "Defection detection: Using online activity profiles to predict ISP customer vulnerability." In Proceedings of the Sixth International Conference on Knowledge Discovery and Data Mining, 506?515., 2000.
Rouphail, N., B. Park, and J. Sacks. Direct Signal Timing Optimization: Strategy Development and Results In XI Pan American Conference in Traffic and Transportation Engineering., 2000.

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