Knowledge
How RiskModels works — and the proof behind it
Start with the methodology — the full derivation behind every decomposition we publish. Then explore the working papers, the concept glossary, and how to build on the API.
Methodology· Technical Note RM-2026-01
The RiskModels Hierarchical Factor Model
The regression cascade, orthogonalization, Huber–Vasicek beta estimation, hedge-ratio construction, and the variance identity — the math behind market, sector, subsector, and residual layers.
Read the derivation →
Papers, concepts, and API
Research
Working papers and notes on hierarchical risk decomposition.Concepts
The public glossary — a concept graph cross-linked to the papers.API use-cases
What the API answers, with example calls. Build on riskmodels.app.Reviews
Independent reviews and institutional surface reports.
New here? Start with the public glossary →