The Milstein scheme is a numerical method used for simulating stochastic differential equations (SDEs) that enhances the Euler-Maruyama method by incorporating a correction term for better accuracy. This method is particularly useful in cases where SDEs exhibit strong nonlinearities or have higher moments, providing a more precise approximation than simpler schemes. The Milstein scheme leverages both the drift and diffusion components of the SDE while also accounting for the stochastic nature of the process.
congrats on reading the definition of Milstein scheme. now let's actually learn it.