What is the difference between correlation and causation?

  • Causation implies correlation
  • Correlation and causation are independent of each other
  • Correlation implies causation
  • Correlation means there is no causation
While correlation simply implies a relationship between two variables, causation goes a step further to explain that one variable actually causes the other to change. It's important to remember that correlation does not imply causation. However, if there is causation, there's likely to be correlation.
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