Advanced search
Publication Cover
Communications in Statistics - Simulation and Computation Volume 53, 2024 - Issue 4
Submit an article Journal homepage
80
Views
1
CrossRef citations to date
0
Altmetric
Article

Robustness of orthogonal uniform composite designs against outlier

Abimibola Victoria OladugbaDepartment of Statistics, University of Nigeria, Nsukka, NigeriaCorrespondence[email protected]
&
Brenda Mbouamba YankamDepartment of Statistics, University of Nigeria, Nsukka, Nigeria
Pages 1729-1743 | Received 20 Mar 2021, Accepted 14 Mar 2022, Published online: 28 Mar 2022

References

  • Akhtar, M, and P. Prescott. 1986. Response surface designs robust to missing observations. Communications in Statistics - Simulation and Computation 15 (2):345–63. doi:10.1080/03610918608812512.
  • Bhar L. M., R. Parsad, and V. K. Gupta. 2008. Outliers in designed experiments. AP-CESS Funded Project, Indian Agricultural Statistics Research Institut, Library Avenue, New Delhi-12.
  • Bhar, L, and V. K. Gupta. 2003. Study of outliers under variance-inflation model in experimental designs. Indian Society of Agricultural Statistics (India).
  • Box, G. E, and N. R. Draper. 1975. Robust designs. Biometrika 62 (2):347–52. doi:10.1093/biomet/62.2.347.
  • Chang, L. C., D. K. Jones, and C. Pierpaoli. 2005. Restore robust estimation of tensors by outlier rejection. Magnetic Resonance in Medicine 53 (5):1088–95. doi:10.1002/mrm.20426.
  • Chen, X. P., B. Guo, M. Q. Liu, and X. L. Wang. 2018. Robustness of orthogonal-array based composite designs to missing data. Journal of Statistical Planning and Inference 194:15–24. doi:10.1016/j.jspi.2017.10.004.
  • Festing, M. F, and D. G. Altman. 2002. Guidelines for the design and statistical analysis of experiments using laboratory animals. ILAR Journal 43 (4):244–58. doi:10.1093/ilar.43.4.244.
  • Hawkins S., H. He, G. Williams, and R. Baxter. 2002. Outlier detection using replicator neural networks. In International Conference on Data Warehousing and Knowledge Discovery (170–80). Springer, Berlin, Heidelberg. doi:10.1007/3-540-46145-0_17.
  • Hulliger, B. 1995. Outlier robust Horvitz-Thompson estimators. Survey Methodology 21 (1):79–87.
  • John, J. A. 1978. Outliers in factorial experiments. Journal of the Royal Statistical Society: Series C (Applied Statistics) 27 (2):111–9.
  • Rao, C. R, and H. Toutenburg. 1995. Linear models. In Linear models, 3–18. New York, NY: Springer.
  • Sarker, S., V. K. Gupta, and R. Parsad. 2003. Robust block designs for making test treatments-control treatment comparisons against the presence of an outlier. Journal of India Society of Agricultural Statistics 56 (1):7–18.
  • Shabbir, M. S., A. F. Siddiqi, N. M. Kassim, F. Mustafa, and M. Abbas. 2019. Analysis of experimental designs with outliers. Amazonia Investiga 8 (18):53–68. https://www.amazoniainvestiga.info/index.php/amazonia/article/view/258.
  • Siddiqi, A. F. 2008. Outlier robust designs. International Journal of Applied Mathematics and Statistics 13 (8):64–77.
  • Siddiqi, A. F. 2010. Outlier robust Draper & Lin designs. Pakistan Journal of Statistics and Operation Research 7 (1):87–99. doi:10.18187/pjsor.v7i1.179.
  • Xu, H., J. Jaynes, and X. Ding. 2013. Combining two-level and three-level orthogonal arrays for factor screening and response surface exploration. Statistica Sinica 24 (1):269–89. doi:10.5705/ss.2012.210.
  • Zhang, X. R., M. Q. Liu, and Y. D. Zhou. 2020. Orthogonal uniform composite designs. Journal of Statistical Planning and Inference 206:100–10. doi:10.1016/j.jspi.2019.08.007.

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:

Order Reprints Request Corporate Permissions

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:

Request Academic Permissions

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.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.