Principal regression analysis and the index leverage effect

► We revisit the index leverage effect. ► It can be decomposed into a volatility effect and a correlation effect. ► We investigate the latter using a matrix regression analysis. ► We provide some analytical (using Random Matrix Theory) and numerical benchmarks.