What implications can a negative correlation coefficient value hold?

  • One variable tends to increase as the other decreases
  • The relationship between variables is not linear
  • There is no relationship between variables
  • Variables tend to increase or decrease together
A negative correlation coefficient value implies that one variable tends to increase as the other decreases. In other words, it indicates a negative or inverse relationship between the two variables.
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