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William O. Bearden, Subhash Sharma, Jesse E. Teel, Sample Size Effects on Chi Square and Other Statistics Used in Evaluating Causal Models, Journal of Marketing Research, Vol. 19, No. 4, Special Issue on Causal Modeling (Nov., 1982), pp. 425-430
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Bearden et al. (1982) studied this question.
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