Question

In: Statistics and Probability

The following data represent the muzzle velocity​ (in feet per​ second) of rounds fired from a​...

The following data represent the muzzle velocity​ (in feet per​ second) of rounds fired from a​ 155-mm gun. For each​ round, two measurements of the velocity were recorded using two different measuring​ devices, resulting in the following data. Complete parts​ (a) through​ (d) below.

Observation

1

2

3

4

5

6

A

790.4

791.9

794.6

794.2

794.1

793.8

B

796.1

787.0

803.4

792.6

794.8

791.0

a) Why are these​ matched-pairs data?

A. Two measurements​ (A and​ B) are taken on the same round.

B. All the measurements came from rounds fired from the same gun.

C. The measurements​ (A and​ B) are taken by the same instrument.

D. The same round was fired in every trial.

b) Is there a difference in the measurement of the muzzle velocity between device A and device B at the

alpha equals 0.01α=0.01 level of​ significance? ​Note: A normal probability plot and boxplot of the data indicate that the differences are approximately normally distributed with no outliers.

Let di=Ai−Bi. Identify the null and alternative hypotheses.

Upper H0​: μd ▼(<, =, > ,≠) ________ , ________

H1​:μd▼(s≠, >, =, <) ________ , ________

Determine the test statistic for this hypothesis test.

t0=________ ​(Round to two decimal places as​ needed.)

Find the​ P-value.

​P-value=_________ ​(Round to three decimal places as​ needed.)

What is your conclusion regarding

Upper H 0H0​? ▼ (Reject, Do not reject) There ▼(is, not) is sufficient evidence at the α=0.010.01 level of significance to conclude that there is a difference in the measurements of velocity between device A and device B.

(c) Construct a​ 99% confidence interval about the population mean difference. Compute the difference as device A minus device B. Interpret your results.

The lower bound is ________.

The upper bound is _______ . ​(Round to two decimal places as​ needed.)

Interpret the confidence interval. Choose the correct answer below.

A. One can be​ 99% confident that the mean difference in measurement lies in the interval found above.

B. One can be​ 1% confident that the mean difference in measurement lies in the interval found above.

C. One can be​ 99% confident that the mean difference in measurement is 0.

D. One can be​ 99% confident that the mean difference in measurement is0.01.

d) Draw a boxplot of the differenced data.

Does this visual evidence support the results obtained in part​ (b)?

A. ​Yes, because 0 is contained in the boxplot.

B.​Yes, because the boxplot shows no outliers.

C.​No, because the boxplot is too large.

D.​No, because 0 is not contained in the boxplot.

Solutions

Expert Solution

a)

A. Two measurements​ (A and​ B) are taken on the same round.

b)

Following table shows the calculation for difference, its mean and standard deviation:

A B d=A-B (d-mean)^2
790.4 796.1 -5.7 22.250089
791.9 787 4.9 34.609689
794.6 803.4 -8.8 61.105489
794.2 792.6 1.6 6.671889
794.1 794.8 -0.7 0.080089
793.8 791 2.8 14.311089
Total -5.9 139.028334

Sample size: n=6

We cannot conclude that there is a difference in the measurements of velocity between device A and device B.

(C)

The lower bound is -9.66.

The upper bound is 7.70. ​(Round to two decimal places as​ needed.)

Interpret the confidence interval. Choose the correct answer below.

A. One can be​ 99% confident that the mean difference in measurement lies in the interval found above.

(d)

A. ​Yes, because 0 is contained in the boxplot.


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