What can we conclude if the coefficient of determination is 0.94?

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What can we conclude if the coefficient of determination is 0.94?
  • Strength of relationship is 0.94
  • Direction of relationship is positive
  • 94% of total variation of one variable(y) is explained by variation in the other variable(x).
  • All of the above are correct

94% of total variation of one variable(y) is explained by variation in the other variable(x). The coefficient of determination explains ratio of explained variation to the total variation.
 
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