ANALYSIS OF VARIANCE AND INTERACTION BY G. FRANCIS STATISTICS MANAGEMENT PB BOOK
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In the case of the interactions, these require that the marginal sums be zero. Although seemingly neutral, these conditions have unintended consequences: the interactions are of necessity connected whether or not this is justified, the minimum number of nonzero interactions is four, and, in particular, it is not possible to have a single interaction in one cell.
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