Question

In: Statistics and Probability

Before they can be marketed, all new medical devices must be approved by the Food and...

  1. 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

  1. The significance level of the test is:

    a.

    0.01

    b.

    0.02

    c.

    0.05

    d.

    0.10

2 points   

QUESTION 10

  1. 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

  1. The computed value of test statistic equals

    a.

    -2.5

    b.

    -3.0

    c.

    2.3

    d.

    1.80

3 points   

QUESTION 12

  1. The critical value of the test is:

    a.

    -2.326

    b.

    -2.576

    c.

    1.645

    d.

    -1.282

2 points   

QUESTION 13

  1. 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

  1. The p-value of the test is:

    a.

    0.0359

    b.

    0.0107

    c.

    0.0013

    d.

    0.0062

3 points   

QUESTION 15

  1. Using p-value criterion, the decision is:

    a.

    Reject H0.

    b.

    Fail to reject H0.

    c.

    Reject Ha.

    d.

    Fail to reject Ha.

Solutions

Expert Solution

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


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