Publications
Preserving data utility via BART." Journal of Statistical Planning Inf. 140 (2010): 2551-2561.
"Privacy-preserving maximum likelihood estimation for distributed data." Journal of Privacy and Confidentiality 1 (2010): 213-222.
"Psychometric and Statistical Modeling for the Study of Retention and Graduation in Undergraduate Engineering." In Social Statistics and Higher Education Conference Volume., 2010.
"Secure statistical analysis of distributed databases, emphasizing what we don’t know." Journal of Privacy and Confidentiality 1 (2010): 197-211.
"Statistical Careers in US Government Science Agencies." Journal of Official Statistics 26 (2010): 443-453.
"A Bayesian Approach to Estimating Agricultural Yield Based on Multiple Repeated Surveys." Journal of Agricultural, Biological, and Environmental Statistics 17 (2011): 84-106.
"Deming, data and observational studies. A process out of control and needing fixing." Significance 8 (2011): 116-120.
"Make research data public? - Not always so simple: A Dialogue for statisticians and science editors." Statistical Science 5 (2011): 41-50.
"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.
National Institute of Statistical Sciences Data Confidentiality Technical Panel: Final Report. US Department of Education, Institute of Education Sciences, NCES, 2011.
Research access to restricted-use data." Chance 24 (2011): 41-45.
"Risk-utility paradigms for statistical disclosure limitation: How to think, but not how to act (with discussion)." International Statistical Review 79 (2011): 160-199.
"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.
"Systematic decrements in QTc between the first and second day of contiguous daily ECG recordings under controlled conditions." PACE 34 (2011): 1116-1127.
"Toward Unrestricted Public Use Business Microdata: The Synthetic Longitudinal Business Database." International Statistical Review 79, no. 3 (2011): 362-384.
" "Bayesian CAR models for syndromic surveillance on multiple data streams: Theory and practice." Information Fusion 13 (2012): 105-116.
"Bayesian methodology for the analysis of spatial temporal surveillance data." Statistical Analysis and Data Mining 5 (2012): 194-204.
"ChemModLab: A web-based cheminromates modeling laboratory." Cheminformatics 11 (2012): 61-81.
"Current and emerging design and data analysis approaches." APA Handbook of Educational Psychology, American Psychological Association, 2012.
"Data, Statistics and Controversy: Making Scientific Data Intelligible." Statistics, Politics and Policy 3 (2012): 1-20.
"Discussion on statistical use of administrative data: old and new challenges." Statist. Neerlandica 66 (2012): 80-84.
"Forging an understanding of travel time reliability for freeway and arterial networks." In Proc. 2012 International Symposium on Transportation Network Reliability (INSTR)., 2012.
"Inferentially Valid, Partially Synthetic Datasets: Generating from Predictive Distributions Not Necessary." Journal of Official Statistics 28, no. 4 (2012): 1-9.
"A spatio-temporal absorbing state model for disease and syndromic surveillance." Statistics in Medicine 31 (2012): 2123-2136.
"The World’s Simplest Survey Microsimulator (WSSM)." In The World’s Simplest Survey Microsimulator (WSSM)., 2012.
"Analysis of high-dimensional structure-activity screening datasets using the optimal bit string Tree." Technomet 55 (2013): 161-173.
"Combining cohorts in longitudinal surveys." Survey Methodology 39 (2013): 149-182.
"Combining NAEP Items into a Baseline Offline Reading Assessment. U. S. Department of Education, 2013.
Construction of replicate weights for Project TALENT." In JSM Proceedings, Section on Survey Research Methods 2013., 2013.
"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.
"Discussion of five papers on “Systems and architectures for high-quality statistics production." Journal of Official Statistics 29 (2013): 157-163.
"National Institute of Statistical Sciences (US)." In Encyclopedia of Environmetrics, second edition. Wiley, Chichester, 2013.
"A New Functional Data Based Biomarker for Modeling Cardiovascular Behavior." Statistics in Medicine 32 (2013): 153-164.
"The New Literacies of Online Research and Comprehension: Assessing and Preparing Students for the 21st Century with Common Core State Standards." In Quality Reading Instruction in the Age of Common Core Standards, edited by S. Neuman and L. Gambrell. International Reading Association, 2013.
"Synthesizing route travel time distributions from segment travel time distributions." Trans. Res. Rec. (2013): 71-81.
"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.
"A Bayesian spatio-temporal approach for real-time detection of disease outbreaks: A case study." BMC Medical Informatics and Decision Making 14 (2014).
"Big data, big results: Knowledge discovery in output from large-scale analytics." Statistical Analysis and Data Mining 7, no. 5 (2014): 404-412.
"Calibration using Constrained Smoothing with Application to Mass Spectrometry Data." Biometrics 70 (2014): 398-408.
"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.
"Enabling statistical analysis of suppressed tabular data, in Privacy in Statistical Databases." In Lecture Notes in Computer Science, 1-10. Vol. 8744. Heidelberg: Springer, 2014.
"The generalized multiset sampler." Journal of Computational and Graphical Statistics (2014).
"Improved Normalization of Systematic Biases Affecting Ion Current Measurements in Label-free Proteomics Data." Molecular & Cellular Proteomics 13, no. 5 (2014): 1341-1351.
"Improving the Synthetic Longitudinal Business Database." Statistical Journal of the IAOS 30, no. 2 (2014): 129-135.
"Multiple imputation of missing or faulty values under linear constraints." Journal of Business Economic Statistics 32, no. 3 (2014): 375-386.
"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.
"QC Metrics from CPTAC Raw LC-MS/MS Data Interpreted through Multivariate Statistics." Analytical Chemistry 86 (2014): 2497 − 2509.
" "SynLBD 2.0: Improving the Synthetic Longitudinal Business Database." Statistical Journal of the International Association for Official Statistics 30 (2014): 129-135.
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