Non-parametric Approaches

Learning Objectives:
• Apply the bootstrap historical simulation approach to estimate coherent risk measures.
• Describe historical simulation using non-parametric density estimation.
• Compare and contrast the age-weighted, the volatility-weighted, the correlation weighted and the filtered historical simulation approaches.
• Identify advantages and disadvantages of non-parametric estimation methods.