Introduction to Statistical Quality Control
Introduction to Statistical Quality Control
7th Edition
ISBN: 9781118146811
Author: Montgomery, Douglas C.
Publisher: John Wiley & Sons Inc
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Chapter 4, Problem 1E

Suppose that you are testing the following hypotheses where the variance is known:

Find the P-value for the following values of the test statistic.

H0:μ=100H1:μ100

(a) Z0 = 2.75

(b) Z0 = 1.86

(c) Z0 = −2.05

(d) Z0 = −1.86

a.

Expert Solution
Check Mark
To determine

Find P-value of the test statistic Z0=2.75.

Answer to Problem 1E

The P-value is 0.0060.

Explanation of Solution

As the alternative hypothesis states that μ100, the given test is a two-tailed test.

Step-by-step procedure to find P-value using the MINITAB software:

  • Choose Graph>Probability Distribution Plot, choose View Probability> OK.
  • From the Distribution drop down list box, choose Normal distribution.
  • Click the Shaded Area tab.
  • Choose the X Value and Both Tails for the region of the curve to be shaded.
  • Enter the X Value as 2.75.
  • Click OK.
  • The output obtained is as follows:

Introduction to Statistical Quality Control, Chapter 4, Problem 1E , additional homework tip  1

From the output, the P-value at each tail is obtained as 0.002980.

Since the alternative hypothesis (H1) states that the mean is not equal to 100 (two-tail test), the P-value of the test statistic is calculated by adding the Probability values at both ends of the tail.

The P-value is calculated for two-tailed test is as follows:

P-Value=0.002980+0.002980=0.005960.0060

Thus, the P-value is 0.0060.

b.

Expert Solution
Check Mark
To determine

Find P-value of the test statistic Z0=1.86.

Answer to Problem 1E

The P-value is 0.0629.

Explanation of Solution

Step-by-step procedure to find P-value using the MINITAB software:

  • Choose Graph>Probability Distribution Plot, choose View Probability> OK.
  • From the Distribution drop down list box, choose Normal distribution.
  • Click the Shaded Area tab.
  • Choose the X Value and Two Tail for the region of the curve to be shaded.
  • Enter the X Value as 1.86.
  • Click OK.
  • The output obtained is as follows:

Introduction to Statistical Quality Control, Chapter 4, Problem 1E , additional homework tip  2

From the output, the P-value at each tail is obtained as 0.03144.

The P-value is calculated for two-tailed test is as follows:

P-Value=0.03144+0.03144=0.062880.0629

Thus, the P-value is 0.0629.

c.

Expert Solution
Check Mark
To determine

Find P-value of the test statistic Z0=2.05.

Answer to Problem 1E

The P-value is 0.0404.

Explanation of Solution

Step-by-step procedure to find P-value using the MINITAB software:

  • Choose Graph>Probability Distribution Plot, choose View Probability> OK.
  • From the Distribution drop down list box, choose Normal distribution.
  • Click the Shaded Area tab.
  • Choose the X Value and Two Tail for the region of the curve to be shaded.
  • Enter the X Value as -2.05.
  • Click OK.
  • The output obtained is as follows:

Introduction to Statistical Quality Control, Chapter 4, Problem 1E , additional homework tip  3

From the output, the P-value at each tail is obtained as 0.02018.

The P-value is calculated for two-tailed test is as follows:

P-Value=0.02018+0.02018=0.040360.0404

Thus, the P-value is 0.0404.

d.

Expert Solution
Check Mark
To determine

Find P-value of the test statistic Z0=1.86.

Answer to Problem 1E

The P-value is 0.0629.

Explanation of Solution

Step-by-step procedure to find P-value using the MINITAB software:

  • Choose Graph>Probability Distribution Plot, choose View Probability> OK.
  • From the Distribution drop down list box, choose Normal distribution.
  • Click the Shaded Area tab.
  • Choose the X Value and Two Tail for the region of the curve to be shaded.
  • Enter the X Value as –1.86.
  • Click OK.
  • The output obtained is as follows:

Introduction to Statistical Quality Control, Chapter 4, Problem 1E , additional homework tip  4

From the output, the P-value at each tail is obtained as 0.03144.

The P-value is calculated for two-tailed test is as follows:

P-Value=0.03144+0.03144=0.062880.0629

Thus, the P-value is 0.0629.

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Chapter 4 Solutions

Introduction to Statistical Quality Control

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