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If r is the coefficient of correlation b...

If r is the coefficient of correlation between two variable, then

A

`rge1`

B

`rle1`

C

`|r|le1`

D

`|r|ge1`

Text Solution

AI Generated Solution

The correct Answer is:
To solve the question regarding the coefficient of correlation \( r \) between two variables, we need to understand the properties and range of the correlation coefficient. ### Step-by-Step Solution: 1. **Understanding the Coefficient of Correlation**: The coefficient of correlation \( r \) measures the strength and direction of a linear relationship between two variables. Its value can range from -1 to 1. 2. **Identifying the Range of \( r \)**: - The maximum value of \( r \) is 1, which indicates a perfect positive correlation. - The minimum value of \( r \) is -1, which indicates a perfect negative correlation. - Therefore, we can conclude that: \[ -1 \leq r \leq 1 \] 3. **Considering the Absolute Value**: The absolute value of the correlation coefficient, denoted as \( |r| \), will always be less than or equal to 1, since: \[ |r| \leq 1 \quad \text{(because } r \text{ is between -1 and 1)} \] 4. **Evaluating the Options**: Given the options: - Option 1: \( r \geq 1 \) (Incorrect) - Option 2: \( r \leq 1 \) (Partially correct but not comprehensive) - Option 3: \( |r| \leq 1 \) (Correct) - Option 4: \( |r| \geq 1 \) (Incorrect) The only option that accurately reflects the properties of the correlation coefficient is: \[ |r| \leq 1 \] 5. **Conclusion**: Therefore, the correct answer is: \[ \text{Option 3: } |r| \leq 1 \]
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Knowledge Check

  • Correlation between two variables is

    A
    Proof of relationship between two variables.
    B
    Simply some pointer of relationship between two variables.
    C
    Neither (a) nor (b)
    D
    Either (a) or (b)
  • Correlation between two variables may be

    A
    Positive
    B
    Negative
    C
    Either
    D
    None of these
  • Correlation between two variables may be

    A
    positive
    B
    negative
    C
    both A and B
    D
    none of the above
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