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

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
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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:

\[ \text{Cov}(X,Y) = -34.3 \]

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:

\(\boxed{-0.901}\)

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