The Fundamental Structure of Risk: From Characteristics to Covariance

Alexandre Alouadi, Charles-Albert Lehalle

Estimating the covariance structure of financial assets typically relies on historical returns, making risk models dependent on noisy and asset-specific time series. We propose the…