Accuracy of Approximation Schemes
Sampling from ItoProcess and StratonovichProcess are generically using strong approximation schemes of different orders of convergence.
Consider a vector‐
valued Ito process with components
and convert it to a standard Ito process:
Sample from the standard Ito process using different approximation schemes, and measure the residuals with the exact function of the Wiener process: