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Hi @ricardoV94 can you help me understand the issue,
is it that the note ' The OrderedLogistic and OrderedProbit distributions expect the observed values to be 0-based, i.e., they should range from 0 to K-1. Using 1-based indexing (like 1, 2, 3,...K) can result in errors' should not be in discrete.rst but in logs of OrderedLogistic and OrderedProbit instead of it being from (1 to K) right(which is what the current logs is)?
Comment from #7457 (comment)
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:
pymc/pymc/distributions/discrete.py
Line 1192 in d313012
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