Overview. Review Value at Risk approaches for linear portfolios.Consider the case for a portfolio of derivatives.Use Taylor approximations to derive closed form solutions.Based on: Non-linear Value at Risk : Britten-Jones and Schaeffer: European Finance Review 2. 1999.. Portfolio Monitoring. Invest in n Risky Assets: Portfolio value today: Potential future loss/profit: where .