303
Views
0
CrossRef citations to date
0
Altmetric
Case Studies

Case study on applying sequential analyses in operational testing

, , &

References

  • Ahner, D. K., and C. R. Parson. 2016. Workshop report: Test and evaluation of autonomous systems. https://www.afit.edu/stat/statcoe_files/TE/%20Auto/%20Syst/%20Workshop/%20DASDDTE/%20Memo.pdf.
  • Avery, M. R., J. R. Simpson, and H. M. Wojton. 2021. Determining how much testing is enough: An exploration of progress in the department of defense test and evaluation community. The ITEA Journal of Test and Evaluation 42 (1):39–47.
  • Box, G. E. 1999. Statistics as a catalyst to learning by scientific method part II–a discussion. Journal of Quality Technology 31 (1):16–29. doi:10.1080/00224065.1999.11979890.
  • Box, G. E. P., and K. B. Wilson. 1951. On the experimental attainment of optimum conditions. Journal of the Royal Statistical Society: Series B (Methodological) 13 (1):1–38. doi:10.1111/j.2517-6161.1951.tb00067.x.
  • Box, G. E., and P. Y. Liu. 1999. Statistics as a catalyst to learning by scientific method part I–an example. Journal of Quality Technology 31 (1):1–15. doi:10.1080/00224065.1999.11979889.
  • Chernoff, H. 1959. Sequential design of experiments. The Annals of Mathematical Statistics 30 (3):755–70. doi:10.1214/aoms/1177706205.
  • Freeman, L. 2020. Test and evaluation for artificial intelligence. Insight 23 (1):27–30. doi:10.1002/inst.12281.
  • Freeman, L. J., T. Johnson, M. Avery, V. B. Lillard, and J. Clutter. 2018. Testing defense systems. In Analytic methods in systems and software testing eds. R. S. Kenett, F. Ruggeri and F. W. Faltin. Wiley. doi:10.1002/9781119357056.ch18.
  • Ghosh, B. 2014. Sequential analysis-historical. In Wiley StatsRef: Statistics Reference Online, eds. N. Balakrishnan, T. Colton, B. Everitt, W. Piegorsch, F. Ruggeri and J. L. Teugels. Wiley. doi:10.1002/9781118445112.stat02062.
  • Govindarajulu, Z. 1975. Sequential statistical procedures. New York, NY: Academic Press.
  • Hansen, P. R. 2005. A test for superior predictive ability. Journal of Business & Economic Statistics 23 (4):365–80. doi:10.1198/073500105000000063.
  • Johnson, N. L. 1961. Sequential analysis: A survey. Journal of the Royal Statistical Society: Series A (General) 124 (3):372–411. doi:10.2307/2343243.
  • Johnson, T. H., L. Freeman, J. Hester, and J. L. Bell. 2014. A comparison of ballistic resistance testing techniques in the department of defense. IEEE Access 2:1442–55. doi:10.1109/ACCESS.2014.2377633.
  • Lai, T. L. 2001. Sequential analysis: Some classical problems and new challenges with rejoinder. Statistica Sinica 11:303–408.
  • Lovell, M. C. 1983. Data mining. The Review of Economics and Statistics 65 (1):1–12. doi:10.2307/1924403.
  • Medlin, R., J. Dennis, K. Pagán-Rivera, and L. Wilkins. 2021. A review of sequential analysis. Institute for Defense Analyses D-20487. https://idalink.org/D-20487.
  • MIL-HDBK-781A. 1996. Reliability test methods; plans, and environments for engineering development, qualification, and production. Washington, DC.
  • Montgomery, D. C. 2020. Design and analysis of experiments. 10th ed. Hoboken, NJ: John Wiley & Sons.
  • Myers, R. H., D. C. Montgomery, and C. M. Anderson-Cook. 2016. Response surface methodology: Process and product optimization using designed experiments. Hoboken, NJ: John Wiley & Sons.
  • National Research Council. 1998. Statistics, testing, and defense acquisition: New approaches and methodological improvements. Washington, DC: The National Academies Press.
  • Porter, D. J., Y. K. Pinelis, C. M. Bieber, H. M. Wojton, M. O. McAnally, and L. J. Freeman. 2019. Operational testing of systems with autonomy. Institute for Defense Analyses. http://www.jstor.org/stable/resrep22754.
  • Robbins, H. 1952. Some aspects of the sequential design of experiments. Bulletin of the American Mathematical Society 58 (5):527–35. doi:10.1090/S0002-9904-1952-09620-8.
  • Romano, J. R., and M. Wolf. 2005. Stepwise multiple testing as formalized data snooping. Econometrica 73 (4):1237–82. doi:10.1111/j.1468-0262.2005.00615.x.
  • Simpson, J. 2018. Testing via sequential experiments best practice and tutorial. https://www.afit.edu/stat/statcoe_files/Testing_via_Sequential_Experiments_Best_Practice.pdf.
  • Wald, A. 1945. Sequential tests of statistical hypotheses. The Annals of Mathematical Statistics 16 (2):117–86. doi:10.1214/aoms/1177731118.
  • Wallis, W. A. 1980. The statistical research group, 1942–1945. Journal of the American Statistical Association 75 (370):320–30.
  • White, H. 2000. A reality check for data snooping. Econometrica 68 (5):1097–126. doi:10.1111/1468-0262.00152.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.