Monte Carlo Simulation Flashcards
Monte Carlo
Multiple trial runs using values from defined probability distributions.
(Approximates probabilities of certain outcomes.)
Monte Carlo Simulation (general)
Method for performing calculations when you have uncertainty about the input.
Point estimates
Single values
How do you get probabilistic view of possible outcomes?
Monte Carlo Simulation
Monte Carlo simulation allows you to…
Perform accurate forecast in the form of a range
Loss event frequency
How many times an event will happen (with most likely value).
Loss Magnitude
Value of loss (with most likely value)
Loss exceedance curve
Probability of losing a given amount of money or more.
Loss events vs. Threat events
Loss events directly result in realized losses.
Threat events against an asset that could result in loss.