Monte Carlo methods are a fascinating branch of modern mathematics and statistical numerical experiments. They allow us to estimate values ​ ​ about which we know only the form of distribution of their probability. One obvious example of such values ​ ​ is the price dynamics of assets in financial markets, such as stocks, currencies, futures and options.