What is Monte Carlo Simulation?

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rabia829
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Joined: Mon Dec 09, 2024 4:15 am

What is Monte Carlo Simulation?

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The name's origin dates back to the middle of the last century, with the games of chance that took place in Monte Carlo (Monaco). At the same time, mathematicians Neuman and Ulam applied the method of random simulation to the field of nuclear weapons testing.

This analysis consists of a tool that allows risk to be measured based on various simulated scenarios through programs such as Excel or R Studio.

To carry out this simulation, extensive data collection is carried out. “The results are then calculated over and over again, each time using a different set of random ios database values ​​from the probability functions. In this way, depending on the number of risks or uncertainties and the specified ranges, thousands of recalculations may be necessary to complete the simulation,” the website states. By using random values, it is very useful in cases where data on the reality to be analyzed cannot be obtained.

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