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Learning Goal

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Distinguish correlation from causation

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HSS.ID.C.9

**HSS.ID.C.9**: Distinguish between correlation and causation.

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HSS.ID.C.9: Distinguish between correlation and causation.

What you'll learn

  1. Define correlation (variables moving together) and causation (one variable producing change in another) as distinct claims
  2. Explain why a correlation does not imply causation and identify lurking (confounding) variables
  3. Name the possible explanations for a correlation: direct causation, reverse causation, a common lurking variable, or coincidence
  4. Recognize that a randomized experiment, not an observed correlation, is what supports a causal claim, and evaluate real claims accordingly

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Distinguishing correlation from causation

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