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:
\[
\text{Cov}(X,Y) = -34.3
\]
Step 2: Calculate Standard Deviations
The standard deviation of \( X \) is given by:
\[
\sigma_X = 5.933
\]
The standard deviation of \( Y \) is given by:
\[
\sigma_Y = 6.419
\]
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:
\[
r = \frac{-34.3}{5.933 \times 6.419} = -0.901
\]
Final Answer
The correlation coefficient \( r \) rounded to three decimal places is: