13.4.2. Monte Carlo Simulations

Try these first

1. 1.

   What is the purpose of Monte Carlo simulations?

   Hint

   Think about randomness and how it's modeled.

2. 2.

   Define probability distribution in the context of Monte Carlo simulations.

   Hint

   Remember the role of inputs in simulations.

3. 3.

   What is a key benefit of using Monte Carlo simulations?

   • Deterministic outcomes
   • Understanding variability of outcomes
   • Simple models

   Hint

   Think about what the main goal of simulating variability is.

4. 4.

   True or False: Monte Carlo simulations are ideal for linear models.

   • True
   • False

   Hint

   Consider when randomness is most impactful.

5. 5.

   Design a Monte Carlo simulation to estimate the economic impact of adopting renewable energy in a city. Define critical variables and their distributions.

   Hint

   Consider the variability in costs and savings over time.

6. 6.

   Explain how you would use Monte Carlo simulations to assess risks associated with a new construction project. Outline the inputs needed.

   Hint

   Think about various sources of uncertainty that impact projects.