Tag: Monte Carlo

The Monte Carlo Method of VaR Estimation

The Monte Carlo Method of VaR Estimation

In the previous blog post, we explored the Parametric Method for estimating Value at Risk (VaR). While the parametric method offers the advantage of optimal computational efficiency, it relies on strict assumptions, particularly that returns follow a specific distribution (e.g., normal distribution). For complex portfolios, nonlinear instruments, and scenarios where flexibility and precision are critical, the parametric method may not be suitable. In such … Continue reading The Monte Carlo Method of VaR Estimation

Parallel Monte Carlo Simulations with DolphinDB

Parallel Monte Carlo Simulations with DolphinDB

The Monte Carlo simulation method for pricing fixed-income instruments is introduced in CFA Level 2, Fixed Income, Module 2, Section 7. In this blog post, I will walk through the coding of the steps outlined in the CFA curriculum. The Monte Carlo approach can be computationally intensive, especially due to the need for simulating a … Continue reading Parallel Monte Carlo Simulations with DolphinDB