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Bercedis Peterson, Frank E. Harrell, Jr, Partial Proportional Odds Models for Ordinal Response Variables, Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 39, No. 2 (1990), pp. 205-217
Peterson et al. (Mon,) studied this question.
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