Comparison of forecasts for conditional Value at Risk models with and without network effects.

• Employ network statistics in addition to standard Fama-French factors for augmented prediction of cross-section excess returns.

Empirical study: data mostly ready to use
Econometric, Statistical techniques used: LASSO for quantiles, Gaussian graphical models, quantile regression