The posterior of a generalized odds ratio is invariant to fixing a margin if and only if the contrast coefficients sum to zero within that margin.
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Posterior Invariance of Multiplicative Contrasts under Margin Constraints in Contingency Tables
The posterior of a generalized odds ratio is invariant to fixing a margin if and only if the contrast coefficients sum to zero within that margin.