What is a Monte Carlo Simulation and Why is it Important for Trading?

What is Monte Carlo Simulation?

Monte Carlo simulation is a mathematical technique to show the probability of certain outcomes given a set of data. It is an algorithm that randomly samples input data over and over and then visually aggregates the results as an estimate.