In: Statistics and Probability
Before they can be marketed, all new medical devices must be
approved by the Food and Drug Administration (FDA). A new device
has a protective cover which needs to be removed easily. A similar
device, already on the market, has a cover that requires an average
force of 8 pounds to remove. The laboratory test data on a random
sample of 9 of the new device indicates the following removal
forces:
6.3, 8.4, 7.8, 6.4, 5.4, 8.0, 7.0, 6.2,
7.5
Assume that the removal force has a normal distribution with a
standard deviation σ =1.2 pounds. Does the data support the
conclusion that the new device requires an average removal force
less than 8 pounds? When making decision, let the probability of
making a type I error be no more than 0.10.
The correct set of null & alternative hypotheses
are:
a. |
Ho: μ > 8 Ha: μ ≤ 8 |
|
b. |
Ho: μ < 8 Ha: μ ≥ 8 |
|
c. |
Ho: μ ≤ 8 Ha: μ = 8 |
|
d. |
Ho: μ ≥ 8 Ha: μ < 8 |
3 points
QUESTION 9
The significance level of the test is:
a. |
0.01 |
|
b. |
0.02 |
|
c. |
0.05 |
|
d. |
0.10 |
2 points
QUESTION 10
The test-statistic appropriate for this test is distributed as a
a. |
Z random variable. |
|
b. |
t random variable. |
|
c. |
Z random variable, but can be approximated as a t. |
|
d. |
t random variable, but can be approximated as a Z. |
3 points
QUESTION 11
The computed value of test statistic equals
a. |
-2.5 |
|
b. |
-3.0 |
|
c. |
2.3 |
|
d. |
1.80 |
3 points
QUESTION 12
The critical value of the test is:
a. |
-2.326 |
|
b. |
-2.576 |
|
c. |
1.645 |
|
d. |
-1.282 |
2 points
QUESTION 13
The decision is that
a. |
the alternative hypothesis is rejected. The average removal force is greater than 8 lbs. |
|
b. |
the null hypothesis is rejected. The average removal force is less than 8 lbs. |
|
c. |
Not enough information is given to answer this question. |
|
d. |
the alternative hypothesis is accepted. The average removal force is greater than 8 lbs. |
3 points
QUESTION 14
The p-value of the test is:
a. |
0.0359 |
|
b. |
0.0107 |
|
c. |
0.0013 |
|
d. |
0.0062 |
3 points
QUESTION 15
Using p-value criterion, the decision is:
a. |
Reject H0. |
|
b. |
Fail to reject H0. |
|
c. |
Reject Ha. |
|
d. |
Fail to reject Ha. |
Solution:
Given:
Claim: the new device requires an average removal force less than 8 pounds
the removal force has a normal distribution with a standard deviation σ =1.2 pounds.
Sample size = n = 9
Sample: 6.3, 8.4, 7.8, 6.4, 5.4, 8.0, 7.0, 6.2, 7.5
Sample mean:
Question 8) The correct set of null & alternative hypotheses are:
d. Ho: μ ≥ 8 Ha: μ < 8
QUESTION 9) The significance level of the test is
d. 0.10
QUESTION 10 The test-statistic appropriate for this test is distributed as a
a. Z random variable
QUESTION 11 The computed value of test statistic equals
a. -2.5
QUESTION 12 The critical value of the test is:
Since Ha is < type, this is left tailed test.
The significance level = 0.10
Thus look in z table for Area= 0.1000 or its closest area and find z value.
Area 0.1003 is closest to 0.1000 and it corresponds to -1.2 and 0.08
Thus z = -1.28
thus correct answer is:
d. -1.282
QUESTION 13 The decision is that:
Since z test statistic = < z critical value = -1.282, we reject null hypothesis.
thus correct answer is:
b. the null hypothesis is rejected. The average removal force is less than 8 lbs.
QUESTION 14 The p-value of the test is:
For left tailed test , p-value is:
p-value = P(Z < z test statistic)
p-value = P(Z < -2.50)
Look in z table for z = -2.5 and 0.00 and find corresponding area.
P( Z< -2.50) = 0.0062
thus
p-value = P(Z < -2.50)
p-value =0.0062
thus correct answer is:
d. 0.0062
QUESTION 15 Using p-value criterion, the decision is:
Decision Rule:
Reject null hypothesis H0, if P-value < 0.10 level of
significance, otherwise we fail to reject H0
Since p-value =0.0062 < 0.10 level of significance,we reject null hypothesis H0.
thus correct answer is:
a. Reject H0