In: Statistics and Probability
Hypothesis test for correlation. Use the given data to do the following tasks.
| x | y | 
|---|---|
| 5 | 20 | 
| 6 | 20 | 
| 7 | 15 | 
| 8 | 16 | 
| 9 | 11 | 
| 10 | 11 | 
(a) Calculate the correlation coefficient r.  (use three sig figs)
(b) Find the regression line: y=y=  +  xx. (round values to two decimal places)
(d) Test the claim that there is correlation and find the p-value:  (State answer to three significant figures, which is different than stating values to three decimal places. For our purposes, stating a value to three significant figures is stating the value until there are three non-zero digits after the decimal place.)
(e) Determine whether there is significant correlation. (Use alpha = .05.)
Solution : ( a )
| X | Y | X * Y | X * X | Y * Y | 
| 5 | 20 | 100 | 25 | 400 | 
| 6 | 20 | 120 | 36 | 400 | 
| 7 | 15 | 105 | 49 | 225 | 
| 8 | 16 | 128 | 64 | 256 | 
| 9 | 11 | 99 | 81 | 121 | 
| 10 | 11 | 110 | 100 | 121 | 
















=======================================================
Solution : ( b )
| X | Y | X * Y | X * X | 
| 5 | 20 | 100 | 25 | 
| 6 | 20 | 120 | 36 | 
| 7 | 15 | 105 | 49 | 
| 8 | 16 | 128 | 64 | 
| 9 | 11 | 99 | 81 | 
| 10 | 11 | 110 | 100 | 


















