Research Process

Editorial Process

Every article on Quant Decoded begins with peer-reviewed academic papers, institutional white papers, or factor research from sources including AQR Capital Management, Fama–French, the CFA Institute, and the Journal of Finance. Our editorial team identifies primary sources, cross-references findings across different time periods and geographies, and structures the analysis into a consistent, accessible format.

Each article is reviewed by our editorial team for accuracy against the cited sources, with claims properly attributed and confidence ratings assigned based on evidence strength. Our tooling assists with source aggregation and multilingual translation, but all editorial decisions, accuracy checks, and publication approvals are made by the team.

專業領域覆蓋

評估方法

Each article includes key claims rated on a 1–5 confidence scale reflecting evidence strength: replication across studies, consistency across time periods and geographies, and robustness to methodological alternatives. To date: 280 claims assessed, average confidence 4.2/5.

For details about our team and editorial standards, see the About page.