Question

In: Statistics and Probability

The authors of a research article compared two different instruments for measuring a person's capacity to...

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-WrightμWright.)

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.

Solutions

Expert Solution

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


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