Publications
] 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.
"PowerMV: A Software Environment for Molecular Viewing, Descriptor Generation, Data Analysis and Hit Evaluation." Journal of Chemical Information and Modeling 45 (2005): 515-522.
"Recursive partitioning as a tool for pharmcogenetic studies of complex diseases: II. Statistical considerations." Pharmacogenomics 6 (2005): 77-89.
"Sample size calculation for multiple testing in microarray data analysis." Biostatistics 6 (2005): 157-169.
"Secure analysis of distributed chemical databases without data integration." J. Computer-Aided Molecular Design 19 (2005): 739-747.
"Secure Regression on Distributed Databases." J. Computational and Graphical Statist 14 (2005): 263-279.
"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.
"A statistical meteorologist looks at computational system models." In Proceedings of 2004 Workshop on Verification & Validation of Computer Models of High-consequence Engineering Systems., 2005.
Title IX Data Collection: Technical Manual for Developing the User’s Guide. National Institute of Statistical Sciences, 2005.
"Clustering Scotch Whiskies using Non-Negative Matrix Factorization." Q&SPES News 14 (2006): 11-13.
"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.
"Data quality: A statistical perspective." Statistical Methodology 3 (2006): 137-173.
"A framework for evaluating the utility of data altered to protect confidentiality." The American Statistician 60 (2006): 224-232.
"PharmID: Pharmacophore identification using Gibbs sampling." Journal of Chemical Information and Modeling 46 (2006): 1352-1359.
"Secure, privacy-preserving analysis of distributed databases." Technometrics 48 (2006): 133-143.
"Statistical analysis for multiple artifact problem in key comparisons with linear trends." Metrologia 43 (2006): 21-26.
"Statistical design of pools using optimal coverage and minimal collision." Technom 48 (2006): 133-143.
Survey Costs: Workshop Report and White Paper. National Institute of Statistical Sciences, 2006.
"Computer Model Validation with Functional Output." Annals of Statistics 35, no. 5 (2007): 1874-190.
"Exploration of cluster structure-activity relationship analysis in efficient high-throughput screening." Journal of Chemical Information and Modeling 47 (2007): 1206-1214.
"Inferential, robust non-negative matrix factorization analysis of microarray data." Bioinformatics 23 (2007): 44-49.
"Secure computation with horizontally partitioned data using adaptive regression splines." Journal of Computational Statistics and Data Analysis 51 (2007): 5813-5820.
"Secure logistic regression with distributed databases." In Bulletin of International Statistics Institute., 2007.
"Statistics in metrology: International key comparisons and interlaboratory studies." Journal of Data Science 5 (2007): 393-412.
"Techniques for classifying executions of deployed software to support software engineering tasks." IEEE TRANSACTIONS ON SOFTWARE ENGINEERING 33 (2007): 287-304.
"Cereal-induced gender selection? Most likely a multiple testing false positive." Proceedings - Royal Society B 276 (2008): 1211-1212.
"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.
"Estimation of propensity scores using generalized additive models." Statisics in Medicine 27 (2008): 3806-3816.
"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.
"Low-fat dietary pattern and cancer incidence in the Women’s Health Initiative Dietary Modification Randomized Controlled Trial." Journal of National Cancer Institute 100 (2008): 284.
"Pooled ANOVA." Computational Statistics & Data Analysis 52 (2008): 5215.
"Sensitivity to noise variance in a social network dynamics model." Q. Applied Mathematics 66 (2008): 233-247.
"Social Networks." In Encyclopedia of Risk Assessment IV. Wiley, 2008.
"Evaluation of unmixing methods for the separation of Quantum Dot sources." In Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009. WHISPERS ’09. First Workshop on, 1-4., 2009.
"Functional Data Analytic Approach of Modeling ECG T-wave shape to Measure Cardiovascular Behavior." Annals of Applied Statistics 3 (2009): 1382-1402.
"Functional Data Analytic Approach of Modeling ECG T-wave shape to Measure Cardiovascular Behavior." Annals of Applied Statistics 3 (2009): 1382-1402.
"Global measures of data utility for microdata masked for disclosure limitation." Journal of Privacy and Confidentiality 1 (2009): 111-124.
NISS/NESSI Task Force on Full Population Estimates for NAEP. National Institute of Statistical Sciences, 2009.
"Privacy-preserving analysis of vertically partitioned data using secure matrix products." Journal of Official Statistics 25 (2009): 125-138.
"The role of transparency in statistical disclosure limitation." In Proc. Joint UNECE/Eurostat Work Session on Statistical Data Confidentiality. Bilbao, Spain, 2009.
"Special issue on dynamic models for social networks." Computer Math Organ Theory 15 (2009): 259-260.
Task Force Report on Computer Adaptive Testing. National Center for Education Statistics, 2009.
"Verification servers: enabling analysts to assess the quality of inferences from public use data." Computational Statistics and Data Analysis 53 (2009): 1475-1482.
"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.
"Bayesian multiscale multiple imputation with implications to data confidentiality." Journal of American Statistical Association 105 (2010): 564-577.
"Constructing mathematical and spatial-reasoning measures for engineering students." In Proceedings, American Society for Engineering Education., 2010.
"Data confidentiality—the next five years: Summary and guide to papers." Journal of Privacy and Confidentiality 1 (2010): 125-134.
"Marking the Ends of T-waves: Algorithms and Experts." Statistics in Biopharmaceutical Research 2 (2010): 359-367.
"Marking the Ends of T-waves: Algorithms and Experts." Statistics in Biopharmaceutical Research 2 (2010): 359-367.
"Masking methods that preserve positivity constraints in microdata." J. Statist. Planning Inf. 141 (2010): 31-41.