Monte Carlo Stocks

Simple demo of monte carlo simultion to estimate stock or index based on mean and standard deviation.

Server : GO

FrontEnd : AngularJS, Bootstrap, ChartJS

GO does the math calculation and send it back to frontend, it also uses a homebrew stat library: https://github.com/markthelaw/GoStatHelper Using inverse error function.

It uses AngularJS to have a Ajax call to send/receive data from server and update the conclusion

It uses chartJS to draw the 2 charts.

Try it on heroku server: Monte Carlo Stocks - Heroku

For example S&P 500 mean and standard deviation can be found here : S&P 500 - Yahoo Finance

Note: Increase trials will dramatically slow down the drawing of the chart, max for runs is around 1000.