Question: Correlation and Causation Describe the relationship between correlation and causation. Which of the following statements is TRUE? a.) A high correlation indicates that explanatory variable

Correlation and Causation

Describe the relationship between correlation and causation.

Which of the following statements is TRUE?

  • a.)
  • A high correlation indicates that explanatory variable is a direct cause of the response variable.
  • b.)
  • To imply causation, the correlation must be -1.
  • c.)
  • Having a low correlation is sufficient enough to imply causation.
  • d.)
  • A high correlation can indicate a relationship but cannot prove causation.

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