What is a Monte Carlo simulation in project risk analysis?

A Monte Carlo simulation is a quantitative risk analysis technique that runs thousands of project simulations using random values within defined ranges for uncertain variables like activity durations and costs. Each simulation produces a different possible outcome, and the aggregate results create a probability distribution showing the likelihood of various project completion dates or total costs. For example, a Monte Carlo analysis might show an 80 percent probability of completing the project by a certain date.