Job market paper · six-minute explainer

The Ruler Matters: Factor Exposures, Attribution, and Portfolio Risk

Mingyang Liu · Imperial Business School, Imperial College London

An explainer with synthetic (AI) narration. The 2026 market episode at the start is motivation only; the paper's sample ends in November 2025. The market figures are from MSCI Research; every research result is from the paper.