Questions: Estimate the correlation coefficient for each of the following.
(a)
near 0.00
near -0.75
near 0.75
near 0.33
near -0.33
(b)
near 0.00
near -0.75
near 0.75
near 0.33
near -0.33
(c)
near 0.00
near -0.75
near 0.75
near 0.33
Transcript text: Estimate the correlation coefficient for each of the following.
(a)
near 0.00
near -0.75
near 0.75
near 0.33
near -0.33
(b)
near 0.00
near -0.75
near 0.75
near 0.33
near -0.33
(c)
near 0.00
near -0.75
near 0.75
near 0.33
Solution
Solution Steps
Step 1: Analyze the first scatter plot
The first scatter plot shows a clear negative linear relationship between the variables. The points are closely clustered around a downward-sloping line.
Step 2: Estimate the correlation coefficient for (a)
Given the strong negative linear relationship, the correlation coefficient is likely to be near -0.75.
Step 3: Analyze the second scatter plot
The second scatter plot shows no clear linear relationship between the variables. The points are scattered randomly.
Step 4: Estimate the correlation coefficient for (b)
Given the lack of any linear relationship, the correlation coefficient is likely to be near 0.00.
Step 5: Analyze the third scatter plot
The third scatter plot shows a clear positive linear relationship between the variables. The points are closely clustered around an upward-sloping line.
Step 6: Estimate the correlation coefficient for (c)
Given the strong positive linear relationship, the correlation coefficient is likely to be near 0.75.