×

A new efficient MEP.1 series for \(2^f\) factorial experiments. (English) Zbl 1432.62258

Summary: Main effect plus one plans (MEP.1) search for a non-zero interaction effect and estimate it in addition to estimate all main effects. A new series of MEP.1 with \(2 f\) runs has been constructed and given in this research for \(2^f\) factorial experiments for all odd prime power \(f \geq 9\). Designs in this series are more efficient in estimating the factorial effects than the previous existent MEP.1 with the same number of runs based on D-efficiency criterion. In contrast to the former designs with \(2 f\) runs, the D-efficiency of new proposed designs is increasing in \(f\).

MSC:

62K15 Factorial statistical designs
62K05 Optimal statistical designs
Full Text: DOI

References:

[1] Esmailzadeh, N.; Talebi, H.; Momihara, K.; Jimbo, M., A new series of main effects plus one plan for \(2^m\) factorial experiments with \(m = 4 \lambda \pm 1\) and \(2 m\) runs, J. Statist. Plann. Inference, 141, 1567-1574, (2011) · Zbl 1419.62195
[2] Ghosh, S., On robustness of optimal balanced resolution v plans, J. Statist. Plann. Inference, 4, 313-319, (1980) · Zbl 0456.62062
[3] Ghosh, S.; Shirakura, T.; Srivastava, J. N., Model identification using search linear models and search designs, (Entropy, Search, Complexity, (2007), Springer-Verlag Berlin Heidelberg), 85-112
[4] Hunter, G. B.; Hodi, F. S.; Eagar, T. W., High cycle fatigue of weld repaired cast ti-6AI-4V, Metall. Trans., 13A, 1589-1594, (1982)
[5] Plackett, R. L.; Burman, J. P., The design of optimum multifactorial experiments, Biometrika, 33, 305-325, (1946) · Zbl 0063.06274
[6] Srivastava, J. N., Designs for searching non-negligible effects, (Srivastava, J. N., A Survey of Statistical Design and Linear Models, (1975), North-Holland Amsterdam), 507-519 · Zbl 0313.62060
[7] Talebi, H.; Jalali, E., A series of single array \(2^m\) factorial search designs for even \(m\), Aust. N. Z.J. Stat., 56, 395-405, (2014) · Zbl 1336.62224
[8] Wu, C. F.J.; Hamada, M. S., Experiments: planning, analysis, and optimization, (2009), John Wiley & Sons New Jersey · Zbl 1229.62100
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.