Publications

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2010
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.
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.
Karr, A. F. National Institute of Statistical Sciences Configuration and Data Integration for Longitudinal Studies Technical Panel: Final Report (2011).. US Department of Education, Institute of Education Sciences, NCES, 2011.
Karr, A. F. National Institute of Statistical Sciences Data Confidentiality Technical Panel: Final Report. US Department of Education, Institute of Education Sciences, NCES, 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.
2012
Karr, A. F., D. L. Banks, G. Datta, J. Lynch, J. Niemi, and F. Vera. "Bayesian CAR models for syndromic surveillance on multiple data streams: Theory and practice." Information Fusion 13 (2012): 105-116.
Zou, Jian, Alan F. Karr, David Banks, Matthew J. Heaton, Gauri Datta, James Lynch, and Francisco Vera. "Bayesian methodology for the analysis of spatial temporal surveillance data." Statistical Analysis and Data Mining 5 (2012): 194-204.
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.
Kulikowich, J.M., and N. Sedransk. "Current and emerging design and data analysis approaches." APA Handbook of Educational Psychology, American Psychological Association, 2012.
Karr, A. F. "Discussion on statistical use of administrative data: old and new challenges." Statist. Neerlandica 66 (2012): 80-84.
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.
Heaton, M. J., A. F. Karr, J. Zou, D. L. Banks, G. Datta, J. Lynch, and F. Vera. "A spatio-temporal absorbing state model for disease and syndromic surveillance." Statistics in Medicine 31 (2012): 2123-2136.
Karr, A. F., L. H. Cox, and S. K. Kinney. "The World’s Simplest Survey Microsimulator (WSSM)." In The World’s Simplest Survey Microsimulator (WSSM)., 2012.
Karr, A. F., L. H. Cox, and S. K. Kinney. "The World’s Simplest Survey Microsimulator (WSSM)." In The World’s Simplest Survey Microsimulator (WSSM)., 2012.
2013
K, Zhang, Hughes-Oliver JM, and Young SS. "Analysis of high-dimensional structure-activity screening datasets using the optimal bit string Tree." Technomet 55 (2013): 161-173.
Carrillo, I. A., and A. F. Karr. "Combining cohorts in longitudinal surveys." Survey Methodology 39 (2013): 149-182.
Karr, A. F., Z. He, M. P. Cohen, D. Battle, D. L. Achorn, and A. D. McKay. "Construction of replicate weights for Project TALENT." In JSM Proceedings, Section on Survey Research Methods 2013., 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.
Karr, A. F. "Discussion of five papers on “Systems and architectures for high-quality statistics production." Journal of Official Statistics 29 (2013): 157-163.
Karr, A. F. "National Institute of Statistical Sciences (US)." In Encyclopedia of Environmetrics, second edition. Wiley, Chichester, 2013.
Isukapati, Isaac Kumar, George F. List, Billy M. Williams, and Alan F. Karr. "Synthesizing route travel time distributions from segment travel time distributions." Trans. Res. Rec. (2013): 71-81.
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., J. Zou, G. S. Datta, S. Grannis, and J. Lynch. "A Bayesian spatio-temporal approach for real-time detection of disease outbreaks: A case study." BMC Medical Informatics and Decision Making 14 (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.
Kim, H. J., and S. N. MacEachern. "The generalized multiset sampler." Journal of Computational and Graphical Statistics (2014).
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.
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.
Sedransk, N., D. Leu, E. Forzani, C. Burlingame, J. Kulikowich, J. Coiro, and C. Kennedy. "The New Literacies of Online Research and Comprehension: Assessing and Preparing Students for the 21st Century with Common Core State Standards.", edited by S. B. Neuman and L.B. Gambrell, to appear. International Reading Association, 2014.
Sedransk, N., D. Leu, E. Forzani, C. Burlingame, J. Kulikowich, J. Coiro, and C. Kennedy. "The New Literacies of Online Research and Comprehension: Assessing and Preparing Students for the 21st Century with Common Core State Standards.", edited by S. B. Neuman and L.B. Gambrell, to appear. International Reading Association, 2014.
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.
Karr, A. F. "Why data availability is such a hard problem." Statistical Journal of the International Association for Official Statistics 30 (2014).
2015
Abbatiello, Susan, Birgit Schilling, D.R. Mani, L.I. Shilling, S.C. Hall, B. McLean, M. Albetolle, S. Allen, M. Burgess, M.P. Cusack et al. "Large-Scale Interlaboratory Study to Develop, Analytically Validate and Apply Highly Multiplexed, Quantitative Peptide Assays to Measure Cancer-Relevant Proteins in Plasma." Molecular Cell Proteomics 14, no. 9 (2015): 2357-74.
Abbatiello, Susan, Birgit Schilling, D.R. Mani, L.I. Shilling, S.C. Hall, B. McLean, M. Albetolle, S. Allen, M. Burgess, M.P. Cusack et al. "Large-Scale Interlaboratory Study to Develop, Analytically Validate and Apply Highly Multiplexed, Quantitative Peptide Assays to Measure Cancer-Relevant Proteins in Plasma." Molecular Cell Proteomics 14, no. 9 (2015): 2357-74.
Abbatiello, Susan, Birgit Schilling, D.R. Mani, L.I. Shilling, S.C. Hall, B. McLean, M. Albetolle, S. Allen, M. Burgess, M.P. Cusack et al. "Large-Scale Interlaboratory Study to Develop, Analytically Validate and Apply Highly Multiplexed, Quantitative Peptide Assays to Measure Cancer-Relevant Proteins in Plasma." Molecular Cell Proteomics 14, no. 9 (2015): 2357-74.
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.
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.

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