David L. Banks | Scholars@Duke

David L. Banks
Professor of the Practice of Statistical Science

David Banks obtained an M.S. in Applied Mathematics from Virginia Tech in 1982, followed by a Ph.D. in Statistics in 1984. He won an NSF Postdoctoral Research Fellowship in the Mathematical Sciences, which he took at Berkeley. In 1986 he was a visiting assistant lecturer at the University of Cambridge, and then joined the Department of Statistics at Carnegie Mellon in 1987. In 1997 he went to the National Institute of Standards and Technology, then served as chief statistician of the U.S. Department of Transportation, and finally joined the U.S. Food and Drug Administration in 2002. In 2003, he returned to academics at Duke University.

David Banks was the coordinating editor of the Journal of the American Statistical Association. He co-founded the journal Statistics and Public Policy and served as its editor. He co-founded the American Statistical Association's Section on National Defense and Homeland Security, and has chaired that section, as well as the sections on Risk Analysis and on Statistical Learning and Data Mining. In 2003 he led a research program on Data Mining at the Statistical and Applied Mathematical Sciences Institute; in 2008, he led a research program at the Isaac Newton Institute on Theory and Methods for Complex, High-Dimensional Data; in 2012, he led another SAMSI research program, on Computational Advertising. He has published 74 refereed articles, edited eight books, and written four monographs.

David Banks is past-president of the Classification Society, and has twice served on the Board of Directors of the American Statistical Association. He is currently the president of the International Society for Business and Industrial Statistics. He is a fellow of the American Statistical Association and of the Institute of Mathematical Statistics. He recently won the American Statistical Association's Founders Award.

His research areas include models for dynamic networks, dynamic text networks, adversarial risk analysis (i.e., Bayesian behavioral game theory), human rights statistics, agent-based models, forensics, and certain topics in high-dimensional data analysis.

Current Appointments & Affiliations

Professor of the Practice of Statistical Science, Statistical Science, Trinity College of Arts & Sciences 2008
Director of the Statistical and Applied Mathematical Sciences Institute, Statistical Science, Trinity College of Arts & Sciences 2018

Contact Information

210A Old Chemistry Building, Duke University, Durham, NC 27708
Box 90251, Dept. of Stat. Sci., Duke University, Durham, NC 27708-0251
banks@stat.duke.edu (919) 684-3743
http://www.stat.duke.edu/~banks/

Background
Education, Training, & Certifications
- Ph.D., Virginia Polytech Institute and State University 1984
- M.S., Virginia Polytech Institute and State University 1980
- B.A., University of Virginia 1977
Duke Appointment History
- Professor of the Practice of Statistics, Statistical Science, Trinity College of Arts & Sciences 2003 - 2008
Expertise
Subject Headings
Research
Selected Grants
- HDR TRIPODS: Innovations in Data Science: Integrating Stochastic Modeling, Data Representation, and Algorithms awarded by National Science Foundation 2019 - 2022
- BIMD - Collaborate Research Agreement 2018 - 2020
- Bayer Sponsored Research Agreement 2018 - 2019
- 13th ISBA World Meeting on Bayesian Statistics awarded by National Science Foundation 2016 - 2017
- LAS DO5: Information Theoretic Measures for Complex and Uncertain Data awarded by North Carolina State University 2015
- Future States Processing Support awarded by North Carolina State University 2014 - 2015
- RTI Research on Development of Drug Use Models awarded by Research Triangle Institute 2013
- Collaborative Research: Statistical Methods for Analyzing Complexity and Growth of Large Biological and Information Netw awarded by National Science Foundation 2011 - 2013
- Models for Network Evolution: A Study of Growth and Structure in the Wikipedia awarded by National Science Foundation 2009 - 2011
- Moral Mathematics: The Science of Human Rights awarded by Josiah Charles Trent Memorial Foundation 2008
- Student Travel Support for the Isaac Newton Institute Workshops on Statistical Methods for Complex, High-Dimensional Dat awarded by National Science Foundation 2008
- SCREMS: Distributed Environments for Stochastic Computation awarded by National Science Foundation 2004 - 2007
- Collaborative Proposal: SGER: Social Measures of the Katrina Aftermath awarded by National Science Foundation 2005 - 2006
Publications & Artistic Works
Selected Publications
- Books
  - Banks, D. L., J. Rios, and D. R. Insua. Adversarial risk analysis, 2015. https://doi.org/10.1201/b18653.
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- Academic Articles
  - Chen, X., D. Banks, and M. West. “Bayesian dynamic modeling and monitoring of network flows.” Network Science, January 1, 2019. https://doi.org/10.1017/nws.2019.10.
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  - Glynn, C., S. T. Tokdar, B. Howard, and D. L. Banks. “Bayesian analysis of dynamic linear topic models.” Bayesian Analysis 14, no. 1 (January 1, 2019): 53–80. https://doi.org/10.1214/18-BA1100.
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  - Henry, T. R., D. Banks, D. Owens-Oas, and C. Chai. “Modeling Community Structure and Topics in Dynamic Text Networks.” Journal of Classification, January 1, 2019. https://doi.org/10.1007/s00357-018-9289-3.
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  - Chen, X., K. Irie, D. Banks, R. Haslinger, J. Thomas, and M. West. “Scalable Bayesian Modeling, Monitoring, and Analysis of Dynamic Network Flow Data.” Journal of the American Statistical Association 113, no. 522 (April 3, 2018): 519–33. https://doi.org/10.1080/01621459.2017.1345742.
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  - Banks, D. “Discussion of “Inferring social structure from continuous-time interaction data” by Lee, Fosdick, and McCormick.” Applied Stochastic Models in Business and Industry 34, no. 2 (March 1, 2018): 105–6. https://doi.org/10.1002/asmb.2312.
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  - Peiris, T. U. S., C. K. Walgampaya, D. L. Banks, R. O. Thattil, and I. S. B. Abeysinghe. “Use of Mandel’s bundle of lines model to improve agreement of a panel of tea tasters.” Journal of the National Science Foundation of Sri Lanka 46, no. 1 (January 1, 2018): 95–103. https://doi.org/10.4038/jnsfsr.v46i1.8269.
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  - Banks, D., and V. Peña. “Discussion.” Statistica Sinica 27, no. 4 (October 1, 2017): 1554–58. https://doi.org/10.5705/ss.2014.067.
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  - Rios Insua, D., D. Banks, and J. Rios. “Modeling Opponents in Adversarial Risk Analysis.” Risk Analysis 36, no. 4 (April 1, 2016): 742–55. https://doi.org/10.1111/risa.12439.
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  - Banks, D. “Discussion of '(sfi)2 statistics for innovation - The experience of the Oslo centre in industrial statistics'.” Applied Stochastic Models in Business and Industry 31, no. 1 (January 1, 2015): 94–95. https://doi.org/10.1002/asmb.2106.
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  - Heard, D., G. Dent, T. Schifeling, and D. Banks. “Agent-based models and microsimulation.” Annual Review of Statistics and Its Application 2 (January 1, 2015): 259–72. https://doi.org/10.1146/annurev-statistics-010814-020218.
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  - Banks, D., and X. Shen. “Introduction.” Statistical Analysis and Data Mining 6, no. 6 (December 1, 2013). https://doi.org/10.1002/sam.11213.
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  - Soriano, J., T. Au, and D. Banks. “Text mining in computational advertising.” Statistical Analysis and Data Mining 6, no. 4 (August 1, 2013): 273–85. https://doi.org/10.1002/sam.11197.
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  - Lum, K., M. E. Price, and D. Banks. “Applications of multiple systems estimation in human rights research.” American Statistician 67, no. 4 (January 1, 2013): 191–200. https://doi.org/10.1080/00031305.2013.821093.
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  - Lum, K., M. E. Price, and D. Banks. “Rejoinder.” American Statistician 67, no. 4 (January 1, 2013): 205–6. https://doi.org/10.1080/00031305.2013.855109.
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  - Heaton, Matthew J., David L. Banks, Jian Zou, Alan F. Karr, Gauri Datta, James Lynch, and Francisco Vera. “A spatio-temporal absorbing state model for disease and syndromic surveillance..” Statistics in Medicine 31, no. 19 (August 2012): 2123–36. https://doi.org/10.1002/sim.5350.
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  - Zou, J., A. F. Karr, D. Banks, M. J. Heaton, G. Datta, J. Lynch, and F. Vera. “Bayesian methodology for the analysis of spatial-temporal surveillance data.” Statistical Analysis and Data Mining 5, no. 3 (June 1, 2012): 194–204. https://doi.org/10.1002/sam.10142.
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  - Banks, D., G. Datta, A. Karr, J. Lynch, J. Niemi, and F. Vera. “Bayesian CAR models for syndromic surveillance on multiple data streams: Theory and practice.” Information Fusion 13, no. 2 (April 1, 2012): 105–16. https://doi.org/10.1016/j.inffus.2009.10.005.
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  - Korman, Alexander, Amy Oh, Alexander Raskind, and David Banks. “Statistical methods in metabolomics..” Methods in Molecular Biology (Clifton, N.J.) 856 (January 2012): 381–413. https://doi.org/10.1007/978-1-61779-585-5_16.
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  - Vivar, J. C., and D. Banks. “Models for networks: A cross-disciplinary science.” Wiley Interdisciplinary Reviews: Computational Statistics 4, no. 1 (January 1, 2012): 13–27. https://doi.org/10.1002/wics.184.
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  - Wang, S., and D. Banks. “Network routing for insurgency: An adversarial risk analysis framework.” Naval Research Logistics 58, no. 6 (September 1, 2011): 595–607. https://doi.org/10.1002/nav.20469.
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  - Banks, D., F. Petralia, and S. Wang. “Adversarial risk analysis: Borel games.” Applied Stochastic Models in Business and Industry 27, no. 2 (March 1, 2011): 72–86. https://doi.org/10.1002/asmb.890.
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  - Banks, D., F. Petralia, and S. Wang. “Rejoinder to the discussion of 'Adversarial risk analysis: Borel games'.” Applied Stochastic Models in Business and Industry 27, no. 2 (March 1, 2011): 92–94. https://doi.org/10.1002/asmb.891.
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  - Banks, D., and P. Goel. “Introduction to a special issue on statistical data mining.” Statistical Methodology 8, no. 1 (January 1, 2011): 1–2. https://doi.org/10.1016/j.stamet.2010.08.001.
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  - Romero, Roberto, Shali Mazaki-Tovi, Edi Vaisbuch, Juan Pedro Kusanovic, Tinnakorn Chaiworapongsa, Ricardo Gomez, Jyh Kae Nien, et al. “Metabolomics in premature labor: a novel approach to identify patients at risk for preterm delivery..” The Journal of Maternal Fetal & Neonatal Medicine : The Official Journal of the European Association of Perinatal Medicine, the Federation of Asia and Oceania Perinatal Societies, the International Society of Perinatal Obstetricians 23, no. 12 (December 2010): 1344–59. https://doi.org/10.3109/14767058.2010.482618.
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  - Banks, D. L. “Statistical data mining.” Wiley Interdisciplinary Reviews: Computational Statistics 2, no. 1 (February 1, 2010): 9–25. https://doi.org/10.1002/wics.53.
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  - Banks, D. “Dynamic network models: Introduction to new and interdisciplinary approaches.” Computational and Mathematical Organization Theory 15, no. 4 (December 1, 2009): 259–60. https://doi.org/10.1007/s10588-009-9062-6.
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  - Banks, David L., Leanna House, and Kevin Killourhy. “Cherry-picking for complex data: robust structure discovery..” Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences 367, no. 1906 (November 2009): 4339–59. https://doi.org/10.1098/rsta.2009.0119.
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  - Insua, I. R., J. Rios, and D. Banks. “Adversarial risk analysis.” Journal of the American Statistical Association 104, no. 486 (June 1, 2009): 841–54. https://doi.org/10.1198/jasa.2009.0155.
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  - Henderson, T. L., M. Sirois, A. C. C. Chen, C. Airriess, D. A. Swanson, and D. Banks. “After a disaster: Lessons in survey methodology from Hurricane Katrina.” Population Research and Policy Review 28, no. 1 (January 1, 2009): 67–92. https://doi.org/10.1007/s11113-008-9114-5.
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  - Varda, D. M., R. Forgette, D. Banks, and N. Contractor. “Social network methodology in the study of disasters: Issues and insights prompted by post-katrina research.” Population Research and Policy Review 28, no. 1 (January 1, 2009): 11–29. https://doi.org/10.1007/s11113-008-9110-9.
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  - Asher, J., D. Banks, and F. J. Scheuren. “Statistical methods for human rights.” Statistical Methods for Human Rights, December 1, 2008, 1–339. https://doi.org/10.1007/978-0-387-72837-7.
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  - Banks, D. L., and Y. H. Said. “New issues in human rights statistics,” December 1, 2008, 227–40. https://doi.org/10.1007/978-0-387-72837-7_11.
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  - Niemi, J., M. Smith, and D. Banks. “Test power for drug abuse surveillance.” Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5354 LNBI (December 1, 2008): 131–42. https://doi.org/10.1007/978-3-540-89746-0_13.
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  - Parnell, Gregory S., Luciana L. Borio, Gerald G. Brown, David Banks, and Alyson G. Wilson. “Scientists urge DHS to improve Bioterrorism Risk Assessment..” Biosecurity and Bioterrorism : Biodefense Strategy, Practice, and Science 6, no. 4 (December 2008): 353–56. https://doi.org/10.1089/bsp.2008.0930.
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  - Banks, D. L. “Biometric authentication,” December 1, 2006, 43–45. https://doi.org/10.1007/0-387-35209-0_4.
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  - Banks, D. L., and S. Anderson. “Combining game theory and risk analysis in counterterrorism: A smallpox example,” December 1, 2006, 9–22. https://doi.org/10.1007/0-387-35209-0_2.
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  - Banks, D. L., and Y. H. Said. “Data mining in electronic commerce.” Statistical Science 21, no. 2 (May 1, 2006): 234–46. https://doi.org/10.1214/088342306000000204.
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  - Karr, A. F., A. P. Sanil, and D. L. Banks. “Data quality: A statistical perspective.” Statistical Methodology 3, no. 2 (April 1, 2006): 137–73. https://doi.org/10.1016/j.stamet.2005.08.005.
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  - Banks, D., and G. S. Shieh. “A special issue on Bioinformatics: Introduction.” Statistical Methodology 3, no. 1 (January 1, 2006). https://doi.org/10.1016/j.stamet.2005.09.004.
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  - Banks, David, Emily Jane Woo, Dale R. Burwen, Phil Perucci, M Miles Braun, and Robert Ball. “Comparing data mining methods on the VAERS database..” Pharmacoepidemiology and Drug Safety 14, no. 9 (September 2005): 601–9. https://doi.org/10.1002/pds.1107.
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  - Kotz, S., N. L. Johnson, C. B. Read, and D. L. Banks. “Hitchcock, d. b. (2003), “a history of the metropolis-hastings algorithm,” the american statistician, 57, 254-257: Comment by kotz, johnson, read, and banks and reply.” American Statistician 58, no. 1 (January 1, 2004).
  - Banks, D. L., R. T. Olszewski, and R. A. Maxion. “Comparing methods for multivariate nonparametric regression.” Communications in Statistics Part B: Simulation and Computation 32, no. 2 (May 1, 2003): 541–71. https://doi.org/10.1081/SAC-120017506.
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  - Scher, Mark S., Bobby L. Jones, Doris A. Steppe, Daniel L. Cork, Howard J. Seltman, and David L. Banks. “Functional brain maturation in neonates as measured by EEG-sleep analyses..” Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology 114, no. 5 (May 2003): 875–82. https://doi.org/10.1016/s1388-2457(03)00026-9.
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  - Banks, D. L. “Proteomics: A Frontier Between Genomics and Metabolomics.” Chance 16 (2003): 6–7.
  - Petricoin, David Banks with E. “Finding Cancer Signals in Mass Spectrometry Data.” Chance 16 (2003): 8–12.
  - Scher, Mark S., Doris A. Steppe, Dawn G. Salerno, Marquita E. Beggarly, and David L. Banks. “Temperature differences during sleep between fullterm and preterm neonates at matched post-conceptional ages..” Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology 114, no. 1 (January 2003): 17–22. https://doi.org/10.1016/s1388-2457(02)00319-x.
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  - Scher, M. S., D. A. Steppe, M. E. Beggarly, D. G. Salerno, and D. L. Banks. “Neonatal EEG-sleep disruption mimicking hypoxic-ischemic encephalopathy after intrapartum asphyxia.” Sleep Medicine 3, no. 5 (September 1, 2002): 411–15. https://doi.org/10.1016/S1389-9457(02)00071-0.
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  - Banks, D. L. “Statistics on Homeland Defense.” Chance 15, no. 1 (2002): 8–11.
  - Banks, D. L. “Discussion of the invited session on Ethics and Publication.” Proceedings of the Secton on Government Statistics of the American Statistical Association, 2002.
  - Banks, D. L., and R. Olszewski. “Combinatorial Search Problems in Statistical Modeling.” Statistics in Transition 5 (2002): 803–22.
  - Champaneri, Amrut, and D. L. Banks. “Data Quality in Federal Statistics.” Proceedings of Government Statistics Section of the American Statistical Association, 2002.
  - Banks, D. L. “Exploratory Data Analysis: Multivariate Approaches.” International Encyclopedia of the Social and Behavioral Sciences 8 (2001): 5164–69.
  - Banks, D. L. “Introduction of Willem Heiser.” Journal of Classification 18 (2001).
  - Banks, D. L., Nancy McGuckin, and Mary Anne Keyes. “Are Households with Interrupted Phone Service Like Those with No Phone Service?.” Transactions of the Transportation Research Board 1768 (2001): 99–105.
  - Banks, D., and R. N. Meroney. “The applicability of quasi-steady theory to pressure statistics beneath roof-top vortices.” Journal of Wind Engineering and Industrial Aerodynamics 89, no. 6 (2001): 569–98. https://doi.org/10.1016/S0167-6105(00)00092-1.
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  - Banks, D. L. “Discussion of "Controversies and Contradictions in Statistical Process Control by William Woodall.” Journal of Quality Technology 32 (2000).
  - Levenson, M. S., D. L. Banks, K. R. Eberhardt, L. M. Gill, W. F. Guthrie, H. K. Liu, M. G. Vangel, J. H. Yen, and N. F. Zhang. “An Approach to Combining Results from Multiple Methods Motivated by the ISO GUM.” Journal of Research of the National Institute of Standards and Technology 105, no. 4 (January 1, 2000): 571–79. https://doi.org/10.6028/jres.105.047.
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  - Rukhin, A., J. Soto, J. Nechvatal, M. Smid, and D. L. Banks. “A Statistical Test Suite for Random and Psydorandom Number Generators for Statistical Applications.” Nist Special Publication in Computer Security, 2000, 800–822.
  - Banks, D., P. Over, and N. F. Zhang. “Blind men and elephants: Six approaches to TREC data.” Information Retrieval 1, no. 1–2 (December 1, 1999): 7–34.
  - Banks, D. L. “The Collision of Government, Ethics, and Statistics.” Proceedings of the American Statistical Association Section on Social Statistics, 1999, 167–72.
  - Banks, D. L., Paul Over, and Nien-Fan Zhang. “Blind Men and Elephants.” Information Retrieval 1 (1999): 7–34.
  - Banks, D. L., and Aleka Kapatou. “Design of Cost-Effective Experiments.” Proceedings of the American Statistical Association Section on Quality and Productivity, 1999, 84–89.
  - Banks, D., G. Constantine, D. A. Merriwether, and R. LaFrance. “Nonparametric inference on mtDNA mismatches.” Journal of Nonparametric Statistics 11, no. 1–3 (January 1, 1999): 215–32. https://doi.org/10.1080/10485259908832781.
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  - Banks, D., and K. Eberhardt. “Equating laboratories: Modelling and analysis.” Conference Record Ieee Instrumentation and Measurement Technology Conference 2 (January 1, 1999): 1099–1104.
  - Shannon, W. D., and D. Banks. “Combining classification trees using MLE.” Statistics in Medicine 18, no. 6 (1999): 727–40. https://doi.org/10.1002/(SICI)1097-0258(19990330)18:6<727::AID-SIM61>3.0.CO;2-2.
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  - Hagwood, C., R. Kacker, J. Yen, D. Banks, L. Rosenthal, L. Gallagher, and P. Black. “Reliability of conformance tests.” Proceedings Ieee Computer Society’S International Computer Software and Applications Conference, December 1, 1998, 368–72.
  - Banks, D. L. “Maximum Entropy Models for Random Objects.” Computing Science and Statistics 30 (1998): 67–77.
  - Banks, D. L. “Testing Random Number Generators.” Proceedings of the Statistical Computing Section of the American Statistical Association, 1998, 102–7.
  - Banks, D. L., James Yen, Len Gallagher, Charles Hagwood, and Lynne Rosenthal. “Software Testing : Protocol Comparison.” Proceedings of the Eleventh International Software Quality Week, Section 8, 1998, 2–19.
  - Banks, D., and G. M. Constantine. “Metric models for random graphs.” Journal of Classification 15, no. 2 (January 1, 1998): 199–223. https://doi.org/10.1007/s003579900031.
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  - Scher, M. S., D. A. Steppe, M. Sun, R. J. Sclabassi, and D. L. Banks. “Changes in spectral EEG energies during sleep over the first 2 months of life in healthy neonatal cohorts.” Journal of Sudden Infant Death Syndrome and Infant Mortality 2, no. 3 (January 1, 1998): 133–39.
  - Scher, M. S., D. A. Steppe, and D. L. Banks. “Brain dysmaturity as expressed by EEG-sleep differences between healthy preterm and fullterm neonatal cohorts.” Journal of Sudden Infant Death Syndrome and Infant Mortality 2, no. 3 (January 1, 1998): 141–49.
  - Scher, M. S., D. A. Steppe, R. J. Sclabassi, and D. L. Banks. “Regional differences in spectral EEG measures between healthy term and preterm infants..” Pediatric Neurology 17, no. 3 (October 1997): 218–23. https://doi.org/10.1016/s0887-8994(97)00101-x.
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  - Scher, M. S., S. G. Dokianakis, D. A. Steppe, D. L. Banks, and R. J. Sclabassi. “Computer classification of state in healthy preterm neonates..” Sleep 20, no. 2 (February 1997): 132–41. https://doi.org/10.1093/sleep/20.2.132.
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  - Banks, D. L., W. Dashiell, L. Gallagher, C. Hagwood, R. Kacker, and L. Rosenthal. “Software Testing by Statistical Methods.” Nist Internal Report #6129, 1997.
  - Banks, D. L., and R. J. Olszewski. “Estimating Local Dimensionality.” Proceedings of the Statistical Computing Section of the American Statistical Association, 1997, 177–82.
  - Shannon, Bill, and D. L. Banks. “An MLE Strategy for Combining CART Models.” Computing Science and Statistics 29 (1997): 540–44.
  - Scher, M. S., D. A. Steppe, and D. L. Banks. “Prediction of lower developmental performances of healthy neonates by neonatal EEG-sleep measures..” Pediatric Neurology 14, no. 2 (February 1996): 137–44. https://doi.org/10.1016/0887-8994(96)00013-6.
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  - Banks, D. L. “A conversation with I. J. Good.” Statistical Science 11, no. 1 (January 1, 1996): 1–19. https://doi.org/10.1214/ss/1032209661.
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  - Banks, D. L., and K. M. Carley. “Models for network evolution.” Journal of Mathematical Sociology 21, no. 1–2 (January 1, 1996): 173–96. https://doi.org/10.1080/0022250X.1996.9990179.
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  - Kurfess, T. R., D. L. Banks, and L. J. Wolfson. “A multivariate statistical approach to metrology.” Journal of Manufacturing Science and Engineering, Transactions of the Asme 118, no. 4 (January 1, 1996): 652–57. https://doi.org/10.1115/1.2831081.
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  - Scher, M. S., D. A. Steppe, and D. L. Banks. “Postnatal adaptation of brain function in full-term neonates as assessed by EEG sleep analyses..” Sleep 18, no. 7 (September 1995): 531–35. https://doi.org/10.1093/sleep/18.7.531.
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  - Scher, M. S., D. A. Steppe, D. L. Banks, R. D. Guthrie, and R. J. Sclabassi. “Maturational trends of EEG-sleep measures in the healthy preterm neonate..” Pediatric Neurology 12, no. 4 (May 1995): 314–22. https://doi.org/10.1016/0887-8994(95)00052-h.
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  - Banks, D. L., R. Olszewski, and R. Maxion. “Comparing Methods for Nonparametric Regression.” Proceedings of the Statistical Computing Section of the American Statistical Association, 1995, 136–41.
  - Banks, D. L., Tom Kurfess, and Lara Wolfson. “Assessing Geometric Conformance.” Computing Science and Statistics 27 (1995): 16–25.
  - Kurfess, T. R., and D. L. Banks. “Statistical verification of conformance to geometric tolerance.” Computer Aided Design 27, no. 5 (January 1, 1995): 353–61. https://doi.org/10.1016/0010-4485(95)96799-R.
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  - Sanil, A., D. Banks, and K. Carley. “Models for evolving fixed node networks: Model fitting and model testing.” Social Networks 17, no. 1 (January 1, 1995): 65–81. https://doi.org/10.1016/0378-8733(94)00249-A.
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  - Kurfess, T. R., D. L. Banks, and L. J. Wolfson. “Statistical metrology.” American Society of Mechanical Engineers, Dynamic Systems and Control Division (Publication) Dsc 55–2 (December 1, 1994): 961–67.
  - Kurfess, T. R., and D. L. Banks. “Statistical verification of conformance to geometric tolerance.” American Society of Mechanical Engineers, Design Engineering Division (Publication) De 69–1 (December 1, 1994): 227–36.
  - Scher, M. S., J. G. Martin, D. A. Steppe, and D. L. Banks. “Comparative estimates of neonatal gestational maturity by electrographic and fetal ultrasonographic criteria..” Pediatric Neurology 11, no. 3 (October 1994): 214–18. https://doi.org/10.1016/0887-8994(94)90105-8.
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  - Banks, D., and K. Carley. “Metric inference for social networks.” Journal of Classification 11, no. 1 (March 1, 1994): 121–49. https://doi.org/10.1007/BF01201026.
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  - Scher, M. S., M. Sun, D. A. Steppe, D. L. Banks, R. D. Guthrie, and R. J. Sclabassi. “Comparisons of EEG sleep state-specific spectral values between healthy full-term and preterm infants at comparable postconceptional ages..” Sleep 17, no. 1 (February 1994): 47–51. https://doi.org/10.1093/sleep/17.1.47.
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  - Scher, M., D. Martin, D. Steppe, and D. L. Banks. “Comparative Estimates of Neonatal Gestational Maturity by Electrographic and Fetal Ultrasonic Criteria.” Pediatric Neurology 11 (1994): 56–64.
  - Carley, K., and D. Banks. “Nonparametric inference for network data.” The Journal of Mathematical Sociology 18, no. 1 (July 1, 1993): 1–26. https://doi.org/10.1080/0022250X.1993.9990113.
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  - Banks, D. L. “Exact Results and Bounds for the Mean Squared Error of Percentile Bootstraps.” Computational Statistics 8 (1993): 347–62.
  - Banks, D. “Rejoinder.” Statistical Science 8, no. 4 (January 1, 1993): 402–9. https://doi.org/10.1214/ss/1177010784.
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  - Banks, D. “Is industrial statistics out of control?.” Statistical Science 8, no. 4 (January 1, 1993): 356–77. https://doi.org/10.1214/ss/1177010773.
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  - Banks, David L., and Giovanni Parmigiani. “Pre-Analysis of Superlarge Industrial Data Sets.” Journal of Quality Technology 24, no. 3 (July 1992): 115–29. https://doi.org/10.1080/00224065.1992.11979382.
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  - Altman, N., J. F. Angers, D. Banks, D. Duffy, J. Hardwick, C. Léger, M. Martin, et al. “Rejoinder.” Statistical Science 7, no. 2 (January 1, 1992): 265–66. https://doi.org/10.1214/ss/1177011365g.
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  - Banks, D. L., and Giovanni Parmigiani. “Preanalysis of Superlarge Datasets.” Journal of Quality Technology 24 (1992): 115–29.
  - Banks, D. L., and K. Carley. “A Linear Mosel for Graph-Valued Random Variables.” Proceedings of the Social Statistics Section of the American Statistical Association, 1992, 174–79.
  - Banks, D. L., and Michael Lavine. “The Minimal Spanning Tree for Nonparametric Regression and Structure Discovery.” Computing Science and Statistics 24 (1992): 370–74.
  - Altman, N., D. Banks, P. Chen, D. Duffy, J. Hardwick, C. Léger, A. Owen, and T. Stukel. “Meeting the needs of new statistical researchers.” Statistical Science 6, no. 2 (January 1, 1991): 163–74. https://doi.org/10.1214/ss/1177011821.
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  - Banks, D. L., and Janis Hardwick. “New Researchers Survival Guide.” Ims, 1991.
  - Banks, D. L., and Herb Spirer. “A New Statistical Strategy for Assessing Human Rights Change.” Proceedings of the Social Statistics Section of the American Statistical Association, 1990, 146–51.
  - Banks, D. L. “Patterns of oppression: An exploratory analysis of human-rights data.” Journal of the American Statistical Association 84, no. 407 (January 1, 1989): 674–81. https://doi.org/10.1080/01621459.1989.10478820.
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  - Banks, D. L. “Bayesian Sieving.” Proceedings of the Statistical Computing Section of the American Statistical Association, 1989, 128–34.
  - Banks, D. L., and H. Spirer. “New Human Rights Patterns.” Proceedings of the Social Statistics Section of the American Statistical Associatiion, 1989, 320–25.
  - Banks, D. L. “Histospline smoothing the Bayesian bootstrap.” Biometrika 75, no. 4 (December 1, 1988): 673–84. https://doi.org/10.1093/biomet/75.4.673.
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  - Banks, D. L. “Comment.” Statistical Science 3, no. 4 (January 1, 1988): 404–6. https://doi.org/10.1214/ss/1177012758.
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  - Banks, D. L. “Discussion of The Interface Between Statistics and the Philosophy of Science, by I.J. Good.” Statistical Science 3 (1988): 404–6.
  - Banks, D. L., and Alastair Young. “Comment on What is Projection Pursuit? by M.C. Jones and R. Sibson.” Journal of the Royal Statistical Society, Series A 150 (1987): 23–24.
  - Banks, D. L. “The Analysis of Human Rights Data Over Time.” Human Rights Quarterly 8 (1986): 654–80.
  - Banks, D. L. “Patterns of Oppression: A Statistical Analysis of Human Rights Data.” Proceedings of the Social Statistics Section of the American Statistical Association, 1985, 154–62.
- Book Sections
  - Ríos Insua, D., J. González-Ortega, D. Banks, and J. Ríos. “Concept Uncertainty in Adversarial Statistical Decision Theory.” In Studies in Systems, Decision and Control, 142:527–42, 2018. https://doi.org/10.1007/978-3-319-73848-2_49.
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  - Banks, D., and J. Norton. “Agent Based Modeling, Statistics of.” In International Encyclopedia of the Social & Behavioral Sciences: Second Edition, 367–72, 2015. https://doi.org/10.1016/B978-0-08-097086-8.42110-0.
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  - Warren, R. H., E. M. Airoldi, and D. L. Banks. “Network Analysis of Wikipedia.” In Statistical Methods in E-Commerce Research, 81–102, 2008. https://doi.org/10.1002/9780470315262.ch5.
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  - Banks, D. L., and R. T. Olszewski. “Data mining in federal agencies.” In Statistical Data Mining and Knowledge Discovery, 529–48, 2003.
- Conference Papers
  - Hagwood, C., R. Kacker, J. Yen, D. Banks, L. Rosenthall, L. Gallagher, and P. Black. “Reliability of conformance tests.” In Proceedings International Computer Software and Applications Conference, 368–72, 1998. https://doi.org/10.1109/CMPSAC.1998.716682.
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