The Annals of Mathematical Statistics

Balanced Factorial Experiments

B. V. Shah

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Abstract

Usually, in a factorial experiment, the block size of the experiments is not large enough to permit all possible treatment combinations to be included in a block. Hence we resort to the theory of confounding. With respect to symmetric factorial designs, the theory of confounding has been highly developed by Bose [1], Bose and Kishen [2] and Fisher [4], [5]. An excellent summary of the results of this research appears in Kempthorne [6]. Some examples of asymmetric factorial designs can be found in Yates [14], Cochran and Cox [3], Li [8], Kempthorne [6] and Nair and Rao [9], [10]. Nair and Rao [11] have given the statistical analysis of a class of asymmetrical two-factor designs in considerable detail. The author [13] has considered the problem of achieving "complete balance" over various interactions in factorial experiments. In the present paper a class of factorial experiments, balanced factorial experiments (BFE) (Definition 4.2) is considered. The theorems proved in Section 4 outline a detailed analysis of BFE's, including estimates of various interactions at different levels. Finally, a method of constructing BFE's is given in Section 6. It should be noted that Theorems 5.2 to 5.5 are generalisations of the corresponding theorems by Zelen [15], and the method of construction in Section 6 is a general form of the one indicated by Yates [14], Nair and Rao [9], [10] and Kempthorne [6] (Section 18.7).

Article information

Source
Ann. Math. Statist., Volume 31, Number 2 (1960), 502-514.

Dates
First available in Project Euclid: 27 April 2007

Permanent link to this document
https://projecteuclid.org/euclid.aoms/1177705917

Digital Object Identifier
doi:10.1214/aoms/1177705917

Mathematical Reviews number (MathSciNet)
MR119334

Zentralblatt MATH identifier
0107.35903

JSTOR
links.jstor.org

Citation

Shah, B. V. Balanced Factorial Experiments. Ann. Math. Statist. 31 (1960), no. 2, 502--514. doi:10.1214/aoms/1177705917. https://projecteuclid.org/euclid.aoms/1177705917


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