heavy_tails: cite the Q-Q plot section rather than introduce it cold - #815
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heavy_tails reached for sm.qqplot with only a Wikipedia link by way of explanation, having never said what a Q-Q plot is or how to read one. Now that fitting_distributions defines them, it cites that treatment and moves straight to the comparison it wants. Adds a (qq_plots)= label to the Q-Q plot section of fitting_distributions so the reference has something to point at. Also fixes a typo in the same paragraph: statsmodels compares sample data with the quantiles of the normal distribution, not the quintiles. And lower cases the heading per the style guide, which leaves the anchor unchanged. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
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This was referenced Aug 3, 2026
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Follow-up to #814.
heavy_tailsreaches forsm.qqplotwith only a Wikipedia link by way of explanation, having never said what a Q-Q plot is or how to read one. Now that {doc}fitting_distributionsdefines them — theThe
sm.qqplotcalls and both figures are unchanged; only the framing around them.Also in this diff
statsmodelscompares sample data with "the quintiles of the normal distribution". Quantiles.(qq_plots)=label added to the Q-Q plot section offitting_distributions, so the cross-reference has a target.q-q-plots), and nothing in the series links to it, so no references break.🤖 Generated with Claude Code