Questions: Calculate the correlation coefficient for the following ordered pairs. x 3 7 1 7 7 y 6 8 4 4 7 r= (Round to three decimal places as needed.)

Calculate the correlation coefficient for the following ordered pairs.
x 3 7 1 7 7
y 6 8 4 4 7
r=  (Round to three decimal places as needed.)
Transcript text: Calculate the correlation coefficient for the following ordered pairs. \begin{tabular}{llllll} $\mathbf{x}$ & 3 & 7 & 1 & 7 & 7 \\ $\mathbf{y}$ & 6 & 8 & 4 & 4 & 7 \end{tabular} $r=$ $\square$ (Round to three decimal places as needed.)
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Solution

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Solution Steps

Step 1: Calculate Covariance

The covariance between the variables \( X \) and \( Y \) is calculated as follows:

\[ \text{Cov}(X,Y) = 2.5 \]

Step 2: Calculate Standard Deviations

The standard deviation of \( X \) is given by:

\[ \sigma_X = 2.828 \]

The standard deviation of \( Y \) is given by:

\[ \sigma_Y = 1.789 \]

Step 3: Calculate Correlation Coefficient

The correlation coefficient \( r \) is calculated using the formula:

\[ r = \frac{\text{Cov}(X,Y)}{\sigma_X \sigma_Y} \]

Substituting the values we have:

\[ r = \frac{2.5}{2.828 \times 1.789} \approx 0.494 \]

Final Answer

The correlation coefficient (rounded to three decimal places) is: \\(\boxed{0.494}\\)

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