In: Statistics and Probability
A student wants to see if the number of times a book has been checked out of the library in the past year and the number of pages in the book are related. She guesses that the number of times a book has been checked out of the library in the past year will be a predictor of the number of pages it has. She randomly sampled 13 books from the library, test her claim at a 0.10 level of significance.
number of times checked out | number of pages |
---|---|
6 | 377 |
18 | 309 |
44 | 428 |
39 | 339 |
28 | 248 |
14 | 369 |
10 | 358 |
25 | 265 |
36 | 290 |
43 | 251 |
12 | 398 |
33 | 394 |
50 | 360 |
The correlation coefficient:
r= (round to 3 decimal places)
The equation y=a+bx is: (round to 3 decimal places)
y=+ x
The hypotheses are:
H0:ρ=0H0:ρ=0 (no linear relationship)
HA:ρ≠0HA:ρ≠0 (linear relationship) (claim)
Since αα is 0.10 the critical value is -1.796 and 1.796
The test value is: (round to 3 decimal places)
The p-value is: (round to 3 decimal places)
The decision is to
Thus the final conclusion sentence is
Test statistic is :
P-value is :
The decision is to do not reject Ho
Thus the final conclusion sentence is :
There is not enough evidence to support the claim that there is a linear relationship.