Publications

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B
Woodard, R., Dongchu Sun, Z. He, and S. Sheriff. "A bivariate Bayes method for improving the estimates of mortality rates with a twofold conditional autoregressive model." Journal of Agricultural Biological and Environmental Statistics (1999).
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.
A.L., Erciulescu, Cruze N., and Nandram B. "Benchmarking a Triplet of Official Estimates." Environmental and Ecological Statistics 25, no. 4 (2018): 523-547.
Molina, G. Bayesian Stochastic Computation with application to Model Selection and Inverse Problems. Durham: Duke University, 2003.
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., S. H. Holan, D. Toth, and M. A. R. Ferreira. "Bayesian multiscale multiple imputation with implications to data confidentiality." Journal of American Statistical Association 105 (2010): 564-577.
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).
Paddock, Susan, Michael West, Stanley S. Young, and M. Clyde. "Bayesian Mixture Models in Exploration of Structure-Activity Relationships in Drug Design." In Statistics in Science and Technology: Case Studies 4. Springer-Verlag, 1998.
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.
Tebaldi, Claudia, and Michael West. "Bayesian Inference on Network Traffic Using Link Count Data." Journal of the American Statistical Association 93 (1998): 557-573.
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.
B., Nandram, Erciulescu A.L., and Cruze N. "Bayesian Benchmarking of the Fay-Herriot Model Using Random Deletion." Survey Methodology (In Press).
Wang, Jianqiang C., S. H. Holan, Balgobin Nandram, Wendy Barboza, Criselda Toto, and Edwin Anderson. "A Bayesian Approach to Estimating Agricultural Yield Based on Multiple Repeated Surveys." Journal of Agricultural, Biological, and Environmental Statistics 17 (2011): 84-106.
Sun, Dongchu, R. K. Tsuakawa, H. Kim, and Z. He. "Bayesian Analysis of Mortality Rates with Disease Maps." Statistics in Medicine 19 (2000): 2015-2035.
Waller, Lance A., Thomas A. Louis, and Bradley P. Carlin. "Bayes methods for combining disease and exposure data in assessing environmental justice." Environmental and Ecological Statistics 4 (1997): 267-281.
A
Park, Byungkyu, Nagui M. Rouphail, and Jerome Sacks. "Assessment of Stochastic Signal Optimization Method Using Microsimulation." Transportation Research Record 1748 (2001): 40-45.
Dobra, A., S.E. Fienberg, and M Trottini. "Assessing the Risk of Disclosure of Confidential Categorical Data." In Bayesian Statistics 7, Proceedings of the Seventh Valencia International Meeting on Bayesian Statistics. Oxford Press, 2002.
Chapman, W.L., W. Welch, K.P. Bowman, Jerome Sacks, and J.E. Walsh. "Arctic sea ice variability: Model sensitivities and a multidecadal simulation." Journal of Geophysical Research: Oceans 99 (1994): 919-935.
Karr, A. F., M. Haran, A. A. Porter, A. Orso, and A. P. Sanil. Applying classification techniques to remotely-collected program execution data In Proc. ACM SIGSOFT Symposium Foundations of Software Engineering 2005. New York: ACM, 2005.
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.
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., X. Lin, J. P. Reiter, and A. P. Sanil. "Analysis of integrated data without data integration." Chance 17 (2004): 26-29.
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.
Lee, Jaeyong, Christopher Holloman, Alan F. Karr, and Ashish P. Sanil. "Analysis of aggregated data in survey sampling with application to fertilizer/pesticide usage surveys." Res. Official Statist 4 (2001): 11-6.
Young, S.Stanley, and Jerome Sacks. "Analysis of a Large, High-Throughput Screening Data Using Recursive Partitioning." In Molecular Modeling and Prediction of Bioactivity, edited by Klaus Gundertofte and Flemming Steen Jørgensen, 149-156. Springer US, 2000.
Karr, A. F., J. Lee, A. P. Sanil, J. Hernandez, S. Karimi, and K. Litwin. "Advances in Digital Government.", edited by E. Elmagarmid and W. M. McIver, 181-196. Boston: Kluwer, 2002.
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.
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.
Bloomfield, Peter, Andy Royle, and Qing Yang. "Accounting for meteorological effects in measuring urban ozone levels and trends." Atmospheric Environment 30 (1996): 3067-3077.
Oehlert, Gary W. "The ability of wet deposition networks to detect temporal trends." Environmetrics 6 (1995): 327-339.

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