Stochastic Modelling, Machine Learning, Monte Carlo Simulation.
Brownian motion. Brownian motion assumes that there are two parts to the random movement. The first is the overall driving force called as ‘drift’ and the second is the random component. Therefore the rate that the asset changes in value each day- the ‘r’ value that the e is raised to can be broken