pymc Fix domain specification docstrings of ordered distributions

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

Aug 29 '24 13:08 ricardoV94

I would like to work on this issue its pretty straight forward

Jan 02 '25 18:01 rahul3002

Hi, I would like to work on this

Feb 28 '25 03:02 Sourabh-Kumar7

Anybody can work on it, just open a PR and link to it (after checking there's not already a PR)

Feb 28 '25 10:02 ricardoV94

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)?

Mar 12 '25 04:03 Pratz2005

Hi, I’d love to work on this issue as my first contribution. Is it still available? If so, I’d like to start working on it!

Mar 14 '25 17:03 AtulBoyal