6. Applied Topics

Causal Inference — Quiz

Test your understanding of causal inference with 5 practice questions.

Read the lesson first

Practice Questions

Question 1

Which of the following best describes the concept of causal inference in data science?

Question 2

In a randomized controlled trial (RCT), why is randomization crucial for causal inference?

Question 3

Which of the following is an example of an identification strategy in observational causal inference?

Question 4

Consider an observational study where you are examining the effect of a new educational program on student test scores. Which method could help address confounding bias?

Question 5

Which of the following best describes the back-door criterion in causal inference?