Lecture 3

Question 1

What is the primary goal of sensitivity analysis?

Answer 1

Question 2

What is the process to check the sensitivity of parameters in a model?

Answer 2

Question 3

How can you determine which parameter is most sensitive in a model?

Answer 3

Question 4

What happens on Slide 5 of the presentation regarding sensitivity?

Answer 4

Question 5

Why are at least 3 observations per parameter required for calibration?

Answer 5

Question 6

What is overfitting in the context of modeling?

Answer 6

Question 7

How does sensitivity analysis differ when initial conditions are unknown?

Answer 7

Question 8

What is the difference between Local Sensitivity Analysis (Local SA) and Global Sensitivity Analysis (Global SA)?

Answer 8

Question 9

What is the advantage of Global Sensitivity Analysis (Global SA)?

Answer 9

Question 10

What is Latin Hypercube Sampling, and how does it relate to Global SA?

Answer 10

Question 11

What is the main difference between Latin Hypercube Sampling and random sampling?

Answer 11

Question 12

How does Global SA handle correlation between parameters?

Answer 12

Question 13

Local vs Global SA

Answer 13

Question 14

Global SA

Answer 14