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.)
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.)
Solution
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}\\)