In: Statistics and Probability
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 |
791.2791.2 |
791.5791.5 |
794.5794.5 |
791.5791.5 |
793.6793.6 |
793.7793.7 |
|
B |
798.3798.3 |
787.9787.9 |
799.2799.2 |
789.6789.6 |
798.8798.8 |
793.6793.6 |
(a) Why are these matched-pairs data?
A.
Two measurements (A and B) are taken on the same round.
Your answer is correct.
B.
The same round was fired in every trial.
C.
The measurements (A and B) are taken by the same instrument.
D.
All the measurements came from rounds fired from the same gun.
(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
diequals=Aiminus−Bi.
Identify the null and alternative hypotheses.
Upper H 0H0:
mu Subscript dμd
equals=
00
Upper H 1H1:
mu Subscript dμd
not equals≠
00
Determine the test statistic for this hypothesis test.
t0equals=negative 1.07−1.07
(Round to two decimal places as needed.)
Find the P-value.
P-valueequals=. 334.334
(Round to three decimal places as needed.)What is your conclusion regarding
Upper H 0H0?
Do not reject
Upper H 0H0.
There
is not
sufficient evidence at the
alphaαequals=0.01
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.)
(a)
Correct option:
A.
Two measurements were taken on the same period.
(b)
Correct option:
H0:
H1:
From the given data, d values are calculated as follows:
- 7.1, 3.6, - 4.7, 1.9, - 5.2, 0.1
From the d values, the following statistics are calculated:
n = 6
= - 11.4/6 = - 1.9
sd = 4.3465
SE = sd/
= 4.3465/ = 1.7745
test statistic is:
t = - 1.9/1.7745 = - 1.07
So,
t0 = - 1.07
ndf = 6 - 1= 5
Two Tail Test
By Technology, p - value = 0.334
Correct option:
Do not reject H0. There is not sufficient evidence at the = 0.01 level of significance to conclude there is a difference in measurements of velocity between device A and device B.
(c)
= 0.01
ndf = 5
From Table, critical values of t = 4.03
The lower bound is:
- 1.9 - (4.03 X 1.7745) = - 1.9 - 7.15 = - 9.05
The lower bound is:
- 1.9 + (4.03 X 1.7745) = - 1.9 + 7.15 = 5.25