Write a mathematical/analytical explanation of the Monte carol.

Write a mathematical/analytical explanation of the Monte carol. in this section it is expected to show the mathematical derivation reaching equations and mathematical examples.
2- Simulation of Monte carol using excel. in this it is expected to show how to install the add in using excel and explaining step by step using the simulation (Monte carol) with screenshots
3- applications and real examples of Monte carol using the simulation (excel)