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A zero-one random variable is assumed to follow the logistic law, where the logit is a linear function of two or more predetermined variables. Three tests for the necessity of including one of the predetermined variables in the model are discussed; their powers are compared and approximations to them are derived.
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Shirley Hitchcock (1966) studied this question.
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