In: Statistics and Probability
17-52.
Most students who attend Upper Mountain Community College buy their textbooks online from one of two different booksellers because the college does not have a bookstore. The following data represent sample amounts that students spend on books per term:
|
Company 1 ($) |
Company 2 ($) |
|
246 |
300 |
|
211 |
305 |
|
235 |
308 |
|
270 |
325 |
|
411 |
340 |
|
310 |
295 |
|
450 |
320 |
|
502 |
330 |
|
311 |
240 |
|
200 |
360 |
a. Do these data indicate a difference in mean textbook prices for the two companies? Apply the Mann Whitney U-test with a significance level of 0.10.
b. Apply the t-test to determine whether the data indicate a difference between the mean amounts spent on books at the two companies. Use a significance level of 0.10. Indicate what assumptions must be made to apply the t-test.
a)
U - Test:
H0: There is no sigificance difference between the company 1 and
company 2
H1: There is significance difference between the company 1 and
company 2
| Original Data | Ranks | ||
| Company 1 | Company 2 | Company 1 | Company 2 |
| 246 | 300 | 5 | 8 |
| 211 | 305 | 2 | 9 |
| 235 | 308 | 3 | 10 |
| 270 | 325 | 6 | 14 |
| 411 | 340 | 18 | 16 |
| 310 | 295 | 11 | 7 |
| 450 | 320 | 19 | 13 |
| 502 | 330 | 20 | 15 |
| 311 | 240 | 12 | 4 |
| 200 | 360 | 1 | 17 |
| Total: | 97 | 113 | |

Here P-value > alpha 0.10 so we accept H0
Thus we conclude that There is no sigificance difference between the company 1 and company 2
b) t - test:
H0: There is no sigificance difference between the company 1 and
company 2
H1: There is significance difference between the company 1 and
company 2


Critical t: ±1.800988
P-Value: 0.9485
Here t value is lies critical values of t and P-value > alph a0.05 so we accept H0
thus we conclude that there is no sigificance difference between the company 1 and company 2