Practice Observational Studies - 10.2.2 | 10. Causality & Domain Adaptation | Advance Machine Learning
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is an observational study?

πŸ’‘ Hint: Think about how research can be done without controlling variables.

Question 2

Easy

Name one statistical method used in observational studies.

πŸ’‘ Hint: Look for methods that help with bias reduction.

Practice 4 more questions and get performance evaluation

Interactive Quizzes

Engage in quick quizzes to reinforce what you've learned and check your comprehension.

Question 1

What are observational studies used for?

  • Controlling variables
  • Observation without manipulation
  • Random assignment

πŸ’‘ Hint: Think about the definition we covered.

Question 2

Is Propensity Score Matching a method used to reduce bias?

  • True
  • False

πŸ’‘ Hint: Remember how matching works in observational studies.

Solve 2 more questions and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Describe the steps necessary to conduct a proper observational study focusing on the effects of a new vaccine.

πŸ’‘ Hint: Think about what makes a study valid and how to maintain load control on variables.

Question 2

Analyze a hypothetical scenario where alcohol consumption is studied using observational methods, and discuss potential confounding variables.

πŸ’‘ Hint: What external factors could skew the data regarding the main variable of interest?

Challenge and get performance evaluation