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 X and Y Y is calculated as follows:

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

Step 2: Calculate Standard Deviations

The standard deviation of X X is given by:

σX=5.933 \sigma_X = 5.933

The standard deviation of Y Y is given by:

σY=6.419 \sigma_Y = 6.419

Step 3: Calculate Correlation Coefficient

The correlation coefficient r r is calculated using the formula:

r=Cov(X,Y)σXσY r = \frac{\text{Cov}(X,Y)}{\sigma_X \sigma_Y}

Substituting the values:

r=34.35.933×6.419=0.901 r = \frac{-34.3}{5.933 \times 6.419} = -0.901

Final Answer

The correlation coefficient r r rounded to three decimal places is:

0.901\boxed{-0.901}

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