In: Statistics and Probability
The authors of a research article compared two different instruments for measuring a person's capacity to breathe out air. (This measurement is helpful in diagnosing various lung disorders.) The two instruments considered were a Wright peak flow meter and a mini-Wright peak flow meter. Seventeen people participated in the study, and for each person, air flow was measured once using the Wright meter and once using the mini-Wright meter. The Wright meter is thought to provide a better measure of air flow, but the mini-Wright meter is easier to transport and to use. Use of the mini-Wright meter could be recommended as long as there is not convincing evidence that the mean reading for the mini-Wright meter is different from the mean reading for the Wright meter. For purposes of this exercise, you can assume that it is reasonable to consider the 17 people who participated in this study as representative samples from their respective populations of measurement. Data values from this paper are given in the accompanying table.
Subject | Mini
Wright Meter |
Wright Meter |
---|---|---|
1 | 511 | 494 |
2 | 430 | 395 |
3 | 520 | 516 |
4 | 428 | 434 |
5 | 500 | 476 |
6 | 600 | 557 |
7 | 364 | 413 |
8 | 380 | 442 |
9 | 658 | 650 |
10 | 443 | 433 |
11 | 432 | 417 |
12 | 626 | 656 |
13 | 260 | 267 |
14 | 477 | 478 |
15 | 259 | 178 |
16 | 350 | 423 |
17 | 451 | 425 |
Use the given data to determine if there is convincing evidence that the mean reading differs for the two instruments. (Hint: See Example 13.2.) (Use
α = 0.05.
Use
μd = μmini-Wright − μWright.)
State the appropriate null and alternative hypotheses.
H0: μd = 0
Ha: μd < 0
H0: μd = 0
Ha: μd ≠ 0
H0: μd = 0
Ha: μd > 0
H0: μd ≠ 0
Ha: μd = 0
H0: μd < 0
Ha: μd = 0
Find the test statistic and P-value. (Use a table or technology. Round your test statistic to one decimal place and your P-value to three decimal places.)
t=
P-value =
State the conclusion in the problem context.
We reject H0. We have convincing evidence that the mean reading differs for the two instruments.
We fail to reject H0. We do not have convincing evidence that the mean reading differs for the two instruments.
We reject H0. We do not have convincing evidence that the mean reading differs for the two instruments.
We fail to reject H0. We have convincing evidence that the mean reading differs for the two instruments.
x: Mini Wright Meter
y: Wright Meter
Subject | x | y | d=x-y | d-d̅ | (d-d̅)^2 |
1 | 511 | 494 | 17 | 14.94 | 223.2388 |
2 | 430 | 395 | 35 | 32.94 | 1085.121 |
3 | 520 | 516 | 4 | 1.94 | 3.768166 |
4 | 428 | 434 | -6 | -8.06 | 64.94464 |
5 | 500 | 476 | 24 | 21.94 | 481.4152 |
6 | 600 | 557 | 43 | 40.94 | 1676.18 |
7 | 364 | 413 | -49 | -51.06 | 2607.003 |
8 | 380 | 442 | -62 | -64.06 | 4103.533 |
9 | 658 | 650 | 8 | 5.94 | 35.29758 |
10 | 443 | 433 | 10 | 7.94 | 63.06228 |
11 | 432 | 417 | 15 | 12.94 | 167.474 |
12 | 626 | 656 | -30 | -32.06 | 1027.768 |
13 | 260 | 267 | -7 | -9.06 | 82.06228 |
14 | 477 | 478 | -1 | -3.06 | 9.356401 |
15 | 259 | 178 | 81 | 78.94 | 6231.709 |
16 | 350 | 423 | -73 | -75.06 | 5633.827 |
17 | 451 | 425 | 26 | 23.94 | 573.1799 |
Total | 35 | 24068.94 | |||
mean=d̅ | Total/17 | ||||
d̅= | 2.06 |