What do academics have to offer market risk management practitioners in financial institutions? Current industry … assessments of market risk. Clearly, the demands of real-world risk management in financial institutions -- in particular, real …-time risk tracking in very high-dimensional situations -- impose strict limits on model complexity. Hence we stress parsimonious …