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 14 books from the library, test her claim at a 0.05 level of significance.
number of times checked out | number of pages |
---|---|
22 | 356 |
16 | 378 |
3 | 262 |
24 | 225 |
28 | 254 |
4 | 393 |
2 | 376 |
9 | 254 |
20 | 284 |
15 | 230 |
40 | 424 |
26 | 356 |
9 | 381 |
15 | 403 |
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 0.05 the critical value is -2.179 and 2.179
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