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Conditions for the robustness of block designs against the unavailability of data. (English) Zbl 0646.62068

Summary: According to the concept of S. Ghosh, ibid. 6, 25-32 (1982; Zbl 0473.62060), a binary and connected block design D, with the smallest treatment replication \(r_{[v]}\), is said to be maximally robust against the unavailability of data and with respect to the estimability of treatment contrasts, if a design \(D_{\#}\), obtained from D by deleting any \(r_{[v]}-1\) blocks, remains connected irrespective of the choice of the blocks deleted. Three sufficient conditions for maximal robustness of a block design are derived. Their applications are shown in the context of certain variance-balanced block designs constructed by S. Kageyama, Utilitas Math. 9, 209-229 (1976; Zbl 0334.05013), and variance-and-efficiency-balanced block designs listed by S. C. Gupta and B. Jones, Biometrika 70, 433-440 (1983; Zbl 0521.62062).

MSC:

62K10 Statistical block designs
05B05 Combinatorial aspects of block designs
Full Text: DOI

References:

[1] Caliński, T., On the notion of balance in block designs, (Barra, J. R.; Brodeau, F.; Romier, G.; van Cutsen, B., Recent Developments in Statistics (1977), North-Holland: North-Holland Amsterdam), 365-374 · Zbl 0372.62059
[2] Eccleston, J. A.; Hedayat, A., On the theory of connected designs: characterization and optimality, Ann. Statist., 2, 1238-1255 (1974) · Zbl 0297.62053
[3] Ghosh, S., Robustness of BIBD against the unavailability of data, J. Statist. Plann. Inference, 6, 29-32 (1982) · Zbl 0473.62060
[4] Gupta, S. C.; Jones, B., Equireplicate balanced block designs with unequal block sizes, Biometrika, 70, 433-440 (1983) · Zbl 0521.62062
[5] Kageyama, S., Constructions of balanced block designs, Utilitas Math., 9, 209-229 (1976) · Zbl 0334.05013
[6] Puri, P. D.; Nigam, A. K., On patterns of efficiency balanced designs, J. Roy. Statist. Soc. Ser. B, 37, 457-458 (1975) · Zbl 0311.62048
[7] Williams, E. R., Efficiency-balanced designs, Biometrika, 62, 686-689 (1975) · Zbl 0342.05009
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