Statistics Ontology Authoring

Maintain statistical statements as formal ontology nodes.

Required Workflow

1. •Open schema/equation-node.schema.json.
2. •Edit data/statistics/nodes.json under statement_nodes.
3. •Keep formal structure complete:
   • •statement_class
   • •epistemic_status
   • •theory_context
   • •formal_statement
   • •structural_signature
   • •symbol_lexicon
   • •semantic_interpretation
   • •inferential_links
4. •For derived statements, use statement_class: corollary and set inferential_links.entailed_by.
5. •Add a bibliographic provenance entry for new foundational statements.
6. •Run python scripts/validate_nodes.py.

Naming and Style

• •Use academically standard titles.
• •Use mathematically conventional notation in canonical forms.
• •Keep inferential claims explicit and minimal.