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chore: promote dev → master (statistical_models removed)#108

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Jaureguy760 merged 1 commit intomasterfrom
dev
Apr 19, 2026
Merged

chore: promote dev → master (statistical_models removed)#108
Jaureguy760 merged 1 commit intomasterfrom
dev

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Summary

Promote `dev` to `master`. Single new commit:

Test plan

…_guide/analysis (#107)

Per user direction, the consolidated statistical_models.rst is removed.
Methods section is now a single page: mapping_filter.rst (canonical WASP
filter contract, van de Geijn 2015).

Rescued into user_guide/analysis.rst under a new "Defaults and contracts"
section (~25 lines) to avoid losing the four WASP2-unique contracts that
both the sophia decision-auditor and co-scientist hypothesis-critic
flagged as load-bearing when the original "delete the stats stuff"
proposal was evaluated:

1. pseudocount=1 + min_count=10 defaults
2. Profile-LRT ρ convention (ρ at null-MLE, df=1) — the scientific fix
   from PR #99
3. ρ bounds (1e-6, 1-1e-6) and linear-dispersion logit clip (±10)
4. BH-NaN trap warning (scipy raises; manual loop silently propagates)

Plus pointer to mapping_filter.rst for the canonical filter contract
that applies to both remapping and counting.

Updated 6 inbound :doc: references:
- index.rst toctree (removed entry)
- faq.rst → points to user_guide/analysis
- tutorials/bulk_workflow.rst (2 refs) → user_guide/analysis
- tutorials/single_cell_workflow.rst → methods/mapping_filter
- methods/mapping_filter.rst → user_guide/analysis

Sphinx build clean, zero warnings.
@Jaureguy760 Jaureguy760 merged commit b47eb39 into master Apr 19, 2026
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