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:
Cov(X,Y)=2.5
Step 2: Calculate Standard Deviations
The standard deviation of X is given by:
σX=2.828
The standard deviation of Y is given by:
σY=1.789
Step 3: Calculate Correlation Coefficient
The correlation coefficient r is calculated using the formula:
r=σXσYCov(X,Y)
Substituting the values we have:
r=2.828×1.7892.5≈0.494
Final Answer
The correlation coefficient (rounded to three decimal places) is: \\(\boxed{0.494}\\)