DOC Ensures that incr_mean_variance_axis passes numpydoc validation #24477
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Reference Issues/PRs
Addresses #21350
What does this implement/fix? Explain your changes.
Fix numpydoc.
Fix some errors in the doc based on the code.
Any other comments?