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What is the difference between correlation and causation?

  1. A Correlation means two variables move together; causation means one produces the change in the other
  2. B They are the same
  3. C Correlation is stronger evidence
  4. D Causation is easier to establish
Answer

Correlation means two variables move together; causation means one produces the change in the other

Confounders, reverse causation and selection bias all produce correlation without any causal relationship.

All Data Science MCQs

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