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AP Computer Science Principles/Big Idea 2: Data
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Determining a Causal Relationship in Data

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An analysis of a dataset reveals a positive correlation between students eating breakfast and their test scores. Which of the following methods would be most effective for determining whether a causal relationship exists between these two variables?

A

Conduct a controlled experiment with random assignment

B

Graph the data using different visualization techniques

C

Calculate a stronger correlation coefficient

D

Increase the sample size of the original correlation study

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