Publications

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Book Chapter
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.
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.
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.
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.
Nobile, Agostino, Chandra R. Bhat, and Eric I. Pas. "A Random-Effects Multinomial Probit Model of Car Ownership Choice." In Case Studies in Bayesian Statistics, edited by Constantine Gatsonis, JamesS. Hodges, RobertE. Kass, Robert McCulloch, Peter Rossi and NozerD. Singpurwalla, 419-434. Vol. 121. Lecture Notes in Statistics 121. Springer New York, 1997.
Xie, Minge, Douglas G. Simpson, and Raymond J. Carroll. "Scaled Link Functions for Heterogeneous Ordinal Response Data*." In Modelling Longitudinal and Spatially Correlated Data, edited by Timothy G. Gregoire, David R. Brillinger, PeterJ. Diggle, Estelle Russek-Cohen, William G. Warren and Russell D. Wolfinger, 23-36. Vol. 122. Lecture Notes in Statistics 122. Springer New York, 1997.
Ran, Bin, and David E. Boyce. "Variational Inequality Models of Ideal Dynamic User-Optimal Route Choice Problems." In Dynamic Urban Transportation Network Models, 267-290. Vol. 417. Lecture Notes in Economics and Mathematical Systems 417. Springer Berlin Heidelberg, 1994.
Conference Paper
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.
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.
Graves, Todd L., Mary Jean Harrold, Jung-Min Kim, Adam Porter, and Gregg Rothermel. "An Empirical Study of Regression Test Selection Techniques." In Proceedings of the 20th International Conference on Software Engineering, 188-197. ICSE ’98. Washington, DC, USA: IEEE Computer Society, 1998.
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.
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.
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.
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.
Conference Proceedings
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.
Park, B., N. M. Rouphail, and J. Sacks. Traffic Signal Offset Optimization Using Microscopic Simulation Program with Stochastic Process Model In American Society of Civil Engineers., 2000.
Journal Article
Bloomfield, Peter, Andy Royle, and Qing Yang. "Accounting for meteorological effects in measuring urban ozone levels and trends." Atmospheric Environment 30 (1996): 3067-3077.
Bloomfield, Peter, Andy Royle, Laura J. Steinberg, and Qing Yang. "Accounting for Meteorological Effects in Measuring Urban Ozone Levels and Trends." Atmospheric Environment 30, no. 17 (1996): 3067-3077.
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.
Karr, A. F., X. Lin, J. P. Reiter, and A. P. Sanil. "Analysis of integrated data without data integration." Chance 17 (2004): 26-29.
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.
Park, Byungkyu, Nagui M. Rouphail, and Jerome Sacks. "Assessment of Stochastic Signal Optimization Method Using Microsimulation." Transportation Research Record 1748 (2001): 40-45.
Steinberg, Laura J., Kenneth H. Reckhow, and Robert L. Wolpert. "Bayesian Model for Fate and Transport of Polychlorinated Biphenyl in Upper Hudson River." Journal of Environmental Engineering 122 (1996): 341-349.
Steinberg, Laura J., Kenneth H. Reckhow, and Robert L. Wolpert. "Bayesian Model for Fate and Transport of Polychlorinated Biphenyl in Upper Hudson River." Journal of Environmental Engineering 122, no. 5 (1996).
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.
Steinberg, Laura J., Kenneth H. Reckhow, and Robert L. Wolpert. "Characterization of Parameters in Mechanistic Models: A Case Study of PCB Fate and Transport in Surface Waters." Ecological Modeling 97, no. 1 (1997).
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.
Elliott, M. R., T. E. Raghunathan, and N. Schenker. "Combining Estimates from Multiple Surveys." Wiley StatsRef: Statistics Reference Online.
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.
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.
Woo, Mi-ja, Jerome Reiter, and Alan F. Karr. "Estimation of propensity scores using generalized additive models." Statisics in Medicine 27 (2008): 3806-3816.
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., 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.
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.
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.
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.
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.
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, 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, 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, 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.
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.

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