Statistics: Correlation · Class 11 · CBSE · Commerce Economics

The correlation coefficient between hours of exercise per week and physical fitness score is +0.92. What is the best interpretation?

Practice question from Statistics: Correlation (Class 11 · CBSE · Commerce Economics), with the correct answer and a step-by-step solution.

easy · MCQ · Q-450487

The correlation coefficient between hours of exercise per week and physical fitness score is +0.92. What is the best interpretation?

  1. A.There is a strong positive linear relationship between the variables.Correct answer
  2. B.There is a strong negative linear relationship between the variables.
  3. C.There is no relationship between the variables.
  4. D.The variables must have identical values.

Solution

A coefficient close to +1 indicates a strong positive linear relationship. Thus, higher exercise hours tend to be associated with higher fitness scores.

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