On some optimal fractional 2m factorial designs of resolution V |
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Authors: | Masahide Kuwada |
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Affiliation: | Hiroshima University, Hiroshima, Japan |
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Abstract: | ![]() This paper presents the trace of the covariance matrix of the estimates of effects based on a fractional 2m factorial (2m-FF) design T of resolution V for the following two cases: One is the case where T is constructed by adding some restricted assemblies to an orthogonal array. The other is one where T is constructed by removing some restricted assemblies from an orthogonal array of index unity. In the class of 2m-FF designs of resolution V considered here, optimal designs with respect to the trace criterion, i.e. A-optimal, are presented for m = 4, 5, and 6 and for a range of practical values of N (the total number of assemblies). Some of them are better than the corresponding A-optimal designs in the class of balanced fractional 2m factorial designs of resolution V obtained by Srivastava and Chopra (1971b) in such a sense that the trace of the covariance matrix of the estimates is small. |
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Keywords: | Primary 62K05 Secondary 62K15, 05B15 Fractional factorial design Orthogonal array Balanced array Optimal design Covariance matrix |
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