Comment from https://github.com/pymc-devs/pymc/pull/7457#issuecomment-2317733942 This shouldn't be in `discrete.rst` but in the docs of the OrderedLogistic/Probit functions.  Also as @AllenDowney mentioned the description of the distributions are themselves wrong: https://github.com/pymc-devs/pymc/blob/d31301279776888c1540bfba890cba38ea250637/pymc/distributions/discrete.py#L1192