
Many investors take a bottom-up approach - they select holdings based on individual investment cases, rather than looking at the reward-to-risk profile of their portfolio as a whole. One of the main problems in moving towards more holistic strategies, however, is the historic difficulty in quantifying (and therefore managing) risk adequately.