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Test your understanding with targeted questions related to the topic.
Question 1
Easy
Define correlation.
π‘ Hint: Think about how changes in one variable might relate to changes in another.
Question 2
Easy
What is a causal relationship?
π‘ Hint: This is different from just observing two events occurring together.
Practice 4 more questions and get performance evaluation
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What indicates a causal relationship between two variables?
π‘ Hint: Think about how scientists often test hypotheses.
Question 2
True or False: Correlation implies causation.
π‘ Hint: Recall the ice cream versus drowning example.
Solve 1 more question and get performance evaluation
Push your limits with challenges.
Question 1
Consider a study showing a correlation between hours spent studying and exam scores. How would you determine if studying actually causes better scores?
π‘ Hint: Think about a method to isolate the variable of interest.
Question 2
Using a DAG, design a model to demonstrate the causal relationship between diet, exercise, and weight loss, including potential confounders.
π‘ Hint: Consider the interactions between these variables.
Challenge and get performance evaluation