Questions: Use a calculator to find the r-value of these data. Round the value to three decimal places.
x y
------
1 20
3 14
5 10
9 6
16 4
A. 0.901
B. 0.811
C. -0.811
D. -0.901
Transcript text: Use a calculator to find the $r$-value of these data. Round the value to three decimal places.
\begin{tabular}{|c|c|}
\hline$x$ & $y$ \\
\hline 1 & 20 \\
\hline 3 & 14 \\
\hline 5 & 10 \\
\hline 9 & 6 \\
\hline 16 & 4 \\
\hline
\end{tabular}
A. 0.901
B. 0.811
C. -0.811
D. -0.901
Solution
Solution Steps
Step 1: Calculate Covariance
The covariance between the variables X and Y is calculated as follows:
Cov(X,Y)=−34.3
Step 2: Calculate Standard Deviations
The standard deviation of X is given by:
σX=5.933
The standard deviation of Y is given by:
σY=6.419
Step 3: Calculate Correlation Coefficient
The correlation coefficient r is calculated using the formula:
r=σXσYCov(X,Y)
Substituting the values:
r=5.933×6.419−34.3=−0.901
Final Answer
The correlation coefficient r rounded to three decimal places is: