The appropriate rations among the number of subjects, variables, and retained factors in a factor analysis has been much disputed. A theoretical rationale is developed for deciding on the ration of subjects to variables. Some rules of thumb are suggested for this and related issues.
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Andrew R. Baggaley (1983) studied this question.