The difference between the TBBMC recorded for Operator 1 and the TBBMC for Operator 2.

Question

Want to see more full solutions like this?

Answer 1

Question

Chapter 7.1, Problem 43E

(a)

Section 1:

To determine

To find: The difference between the TBBMC recorded for Operator 1 and the TBBMC for Operator 2.

(a)

Section 1:

Expert Solution

Answer to Problem 43E

Solution: The table for difference is as follows:

Operator 1	Operator 2	Difference
1.328	1.323	0.005
1.342	1.322	0.02
1.075	1.073	0.002
1.228	1.233	−0.005
0.939	0.934	0.005
1.004	1.019	−0.015
1.178	1.184	−0.006
1.286	1.304	−0.018

Explanation of Solution

Calculation:

To calculate the difference, follow the below mentioned steps in Minitab:

Step 1: Enter the variable name as “Operator 1” in column C1 and enter the data for “Operator 1” and enter the variable name as “Operator 2” in column C2 and enter the data for “Operator 2.”

Step 2: Enter variable name as “Difference” in column C3.

Step 3: Go to “Calc”→“Calculator”.

Step 4: In the dialog box that appears, select “Difference” in “Store result in variable.”

Step 5: Enter “Operator 1”-“Operator 2” in “Expression.” Click on “Ok” on the dialog box.

From Minitab result, the table for difference is as follows:

Operator 1	Operator 2	Difference
1.328	1.323	0.005
1.342	1.322	0.02
1.075	1.073	0.002
1.228	1.233	−0.005
0.939	0.934	0.005
1.004	1.019	−0.015
1.178	1.184	−0.006
1.286	1.304	−0.018

Interpretation: It is clear from the table that the range for difference is −0.018 to 0.02.

Section 2:

To determine

To test: Whether t- methods can be used or not.

Section 2:

Expert Solution

Answer to Problem 43E

Solution: The t- method can be used.

Explanation of Solution

Calculation:

To determine if the t methods can be used or not, a probability plot is drawn in Minitab by following the below mentioned steps:

Step 1: Follow steps 1 and 2 similar to that in Section 1.

Step 2: Go to “Graph” option and click on “Probability Plot.” In the dialog box that appears, select “Single” and click on OK.

Step 3: Then enter the name of the column containing the data of the differences in the “Graph variables” field and click on OK.

The following probability plot is obtained:

Introduction to the Practice of Statistics: w/CrunchIt/EESEE Access Card, Chapter 7.1, Problem 43E

Conclusion: The probability plot shows that the data is approximately normal as all the data points fall within the range and, hence, it is appropriate to use t procedures.

(b)

To determine

To test: The significance of the difference between the means of two operators.

(b)

Expert Solution

Answer to Problem 43E

Solution: The test statistic value is −0.35 with degree of freedom 7_ and the p- value 0.739, and the means of the two operators do not differ significantly.

Explanation of Solution

Calculation:

To test the null hypothesis, follow the below mentioned steps in Minitab:

Step 1: Follow the Steps 1 to 5 performed in section 1 of part (a).

Step 2: Go to Stat→Basic statistics→Paired t.

Step 3: In the dialogue box that appears, select samples in columns.

Step 4: Enter “Operator 1” under the field marked as “First sample” and “Operator 2” under the field marked as “Second sample.”

Step 5: In the dialogue box that appears, Click on “Option.” Enter 95.0 in the field of Confidence interval, 0.0 in “Test mean,” and “not equal” in “Alternative.”

From Minitab results, the value of test statistic is −0.35 and the p- value is 0.739.

D.F = n –.

D.F = 8 –.

D.F =.

Conclusion: If the level of significance is 5% then as the p- value is greater than 0.05 the null hypothesis will not be rejected and it is concluded that the two means do not differ significantly at 95% confidence level.

(c)

To determine

To find: The confidence interval for difference.

(c)

Expert Solution

Answer to Problem 43E

Solution: The required confidence interval is (−0.01172, 0.00872)_.

Explanation of Solution

Calculation: To compute the confidence interval, follow the below mentioned steps in Minitab:

Step 1: Follow the steps 1 to 5 performed in section 1 of part (a).

Step 2: Go to Stat→Basic statistics→Paired t.

Step 3: In the dialogue box that appears, select samples in columns.

Step 4: Enter “Operator 1” under the field marked as “First sample” and “Operator 2” under the field marked as “Second sample.”

Step 5: In the dialogue box that appears, Click on “Option.” Enter 95.0 in the field of Confidence interval, 0.0 in “Test mean,” and “not equal” in “Alternative.”

From the Minitab results, the confidence interval is (−0.01172, 0.00872)_.

Interpretation: The confidence interval denotes that the differences recorded will lie in between −0.01172 and 0.00872 with a possible chance of 5% error.

(d)

To determine

The validity of the results if the samples are not random.

(d)

Expert Solution

Answer to Problem 43E

Solution: The testing results and the confidence interval may not be valid if the samples are non-random.

Explanation of Solution

The selection of the sample must be random to construct the confidence interval and to perform testing. The t tests assume the samples to simple random. But, in this case, the sample is not taken at random. So, the results may deviate from the actual ones.

Want to see more full solutions like this?

Subscribe now to access step-by-step solutions to millions of textbook problems written by subject matter experts!

Students have asked these similar questions

3. Bayesian Inference – Updating Beliefs A medical test for a rare disease has the following characteristics: Sensitivity (true positive rate): 99% Specificity (true negative rate): 98% The disease occurs in 0.5% of the population. A patient receives a positive test result. Questions: a) Define the relevant events and use Bayes’ Theorem to compute the probability that the patient actually has the disease.b) Explain why the result might seem counterintuitive, despite the high sensitivity and specificity.c) Discuss how prior probabilities influence posterior beliefs in Bayesian inference.d) Suppose a second, independent test with the same accuracy is conducted and is also positive. Update the probability that the patient has the disease.

4. Linear Regression - Model Assumptions and Interpretation A real estate analyst is studying how house prices (Y) are related to house size in square feet (X). A simple linear regression model is proposed: The analyst fits the model and obtains: • Ŷ50,000+150X YBoB₁X + € • R² = 0.76 • Residuals show a fan-shaped pattern when plotted against fitted values. Questions: a) Interpret the slope coefficient in context. b) Explain what the R² value tells us about the model's performance. c) Based on the residual pattern, what regression assumption is likely violated? What might be the consequence? d) Suggest at least two remedies to improve the model, based on the residual analysis.

5. Probability Distributions – Continuous Random Variables A factory machine produces metal rods whose lengths (in cm) follow a continuous uniform distribution on the interval [98, 102]. Questions: a) Define the probability density function (PDF) of the rod length.b) Calculate the probability that a randomly selected rod is shorter than 99 cm.c) Determine the expected value and variance of rod lengths.d) If a sample of 25 rods is selected, what is the probability that their average length is between 99.5 cm and 100.5 cm? Justify your answer using the appropriate distribution.

Answer 2

Question

Chapter 7.1, Problem 43E

(a)

Section 1:

To determine

To find: The difference between the TBBMC recorded for Operator 1 and the TBBMC for Operator 2.

(a)

Section 1:

Expert Solution

Answer to Problem 43E

Solution: The table for difference is as follows:

Operator 1	Operator 2	Difference
1.328	1.323	0.005
1.342	1.322	0.02
1.075	1.073	0.002
1.228	1.233	−0.005
0.939	0.934	0.005
1.004	1.019	−0.015
1.178	1.184	−0.006
1.286	1.304	−0.018

Explanation of Solution

Calculation:

To calculate the difference, follow the below mentioned steps in Minitab:

Step 1: Enter the variable name as “Operator 1” in column C1 and enter the data for “Operator 1” and enter the variable name as “Operator 2” in column C2 and enter the data for “Operator 2.”

Step 2: Enter variable name as “Difference” in column C3.

Step 3: Go to “Calc”→“Calculator”.

Step 4: In the dialog box that appears, select “Difference” in “Store result in variable.”

Step 5: Enter “Operator 1”-“Operator 2” in “Expression.” Click on “Ok” on the dialog box.

From Minitab result, the table for difference is as follows:

Operator 1	Operator 2	Difference
1.328	1.323	0.005
1.342	1.322	0.02
1.075	1.073	0.002
1.228	1.233	−0.005
0.939	0.934	0.005
1.004	1.019	−0.015
1.178	1.184	−0.006
1.286	1.304	−0.018

Interpretation: It is clear from the table that the range for difference is −0.018 to 0.02.

Section 2:

To determine

To test: Whether t- methods can be used or not.

Section 2:

Expert Solution

Answer to Problem 43E

Solution: The t- method can be used.

Explanation of Solution

Calculation:

To determine if the t methods can be used or not, a probability plot is drawn in Minitab by following the below mentioned steps:

Step 1: Follow steps 1 and 2 similar to that in Section 1.

Step 2: Go to “Graph” option and click on “Probability Plot.” In the dialog box that appears, select “Single” and click on OK.

Step 3: Then enter the name of the column containing the data of the differences in the “Graph variables” field and click on OK.

The following probability plot is obtained:

Introduction to the Practice of Statistics: w/CrunchIt/EESEE Access Card, Chapter 7.1, Problem 43E

Conclusion: The probability plot shows that the data is approximately normal as all the data points fall within the range and, hence, it is appropriate to use t procedures.

(b)

To determine

To test: The significance of the difference between the means of two operators.

(b)

Expert Solution

Answer to Problem 43E

Solution: The test statistic value is −0.35 with degree of freedom 7_ and the p- value 0.739, and the means of the two operators do not differ significantly.

Explanation of Solution

Calculation:

To test the null hypothesis, follow the below mentioned steps in Minitab:

Step 1: Follow the Steps 1 to 5 performed in section 1 of part (a).

Step 2: Go to Stat→Basic statistics→Paired t.

Step 3: In the dialogue box that appears, select samples in columns.

Step 4: Enter “Operator 1” under the field marked as “First sample” and “Operator 2” under the field marked as “Second sample.”

Step 5: In the dialogue box that appears, Click on “Option.” Enter 95.0 in the field of Confidence interval, 0.0 in “Test mean,” and “not equal” in “Alternative.”

From Minitab results, the value of test statistic is −0.35 and the p- value is 0.739.

D.F = n –.

D.F = 8 –.

D.F =.

Conclusion: If the level of significance is 5% then as the p- value is greater than 0.05 the null hypothesis will not be rejected and it is concluded that the two means do not differ significantly at 95% confidence level.

(c)

To determine

To find: The confidence interval for difference.

(c)

Expert Solution

Answer to Problem 43E

Solution: The required confidence interval is (−0.01172, 0.00872)_.

Explanation of Solution

Calculation: To compute the confidence interval, follow the below mentioned steps in Minitab:

Step 1: Follow the steps 1 to 5 performed in section 1 of part (a).

Step 2: Go to Stat→Basic statistics→Paired t.

Step 3: In the dialogue box that appears, select samples in columns.

Step 4: Enter “Operator 1” under the field marked as “First sample” and “Operator 2” under the field marked as “Second sample.”

Step 5: In the dialogue box that appears, Click on “Option.” Enter 95.0 in the field of Confidence interval, 0.0 in “Test mean,” and “not equal” in “Alternative.”

From the Minitab results, the confidence interval is (−0.01172, 0.00872)_.

Interpretation: The confidence interval denotes that the differences recorded will lie in between −0.01172 and 0.00872 with a possible chance of 5% error.

(d)

To determine

The validity of the results if the samples are not random.

(d)

Expert Solution

Answer to Problem 43E

Solution: The testing results and the confidence interval may not be valid if the samples are non-random.

Explanation of Solution

The selection of the sample must be random to construct the confidence interval and to perform testing. The t tests assume the samples to simple random. But, in this case, the sample is not taken at random. So, the results may deviate from the actual ones.

Want to see more full solutions like this?

Subscribe now to access step-by-step solutions to millions of textbook problems written by subject matter experts!

Answer 3

Question

Chapter 7.1, Problem 43E

(a)

Section 1:

To determine

To find: The difference between the TBBMC recorded for Operator 1 and the TBBMC for Operator 2.

(a)

Section 1:

Expert Solution

Answer to Problem 43E

Solution: The table for difference is as follows:

Operator 1	Operator 2	Difference
1.328	1.323	0.005
1.342	1.322	0.02
1.075	1.073	0.002
1.228	1.233	−0.005
0.939	0.934	0.005
1.004	1.019	−0.015
1.178	1.184	−0.006
1.286	1.304	−0.018

Explanation of Solution

Calculation:

To calculate the difference, follow the below mentioned steps in Minitab:

Step 1: Enter the variable name as “Operator 1” in column C1 and enter the data for “Operator 1” and enter the variable name as “Operator 2” in column C2 and enter the data for “Operator 2.”

Step 2: Enter variable name as “Difference” in column C3.

Step 3: Go to “Calc”→“Calculator”.

Step 4: In the dialog box that appears, select “Difference” in “Store result in variable.”

Step 5: Enter “Operator 1”-“Operator 2” in “Expression.” Click on “Ok” on the dialog box.

From Minitab result, the table for difference is as follows:

Operator 1	Operator 2	Difference
1.328	1.323	0.005
1.342	1.322	0.02
1.075	1.073	0.002
1.228	1.233	−0.005
0.939	0.934	0.005
1.004	1.019	−0.015
1.178	1.184	−0.006
1.286	1.304	−0.018

Interpretation: It is clear from the table that the range for difference is −0.018 to 0.02.

Section 2:

To determine

To test: Whether t- methods can be used or not.

Section 2:

Expert Solution

Answer to Problem 43E

Solution: The t- method can be used.

Explanation of Solution

Calculation:

To determine if the t methods can be used or not, a probability plot is drawn in Minitab by following the below mentioned steps:

Step 1: Follow steps 1 and 2 similar to that in Section 1.

Step 2: Go to “Graph” option and click on “Probability Plot.” In the dialog box that appears, select “Single” and click on OK.

Step 3: Then enter the name of the column containing the data of the differences in the “Graph variables” field and click on OK.

The following probability plot is obtained:

Introduction to the Practice of Statistics: w/CrunchIt/EESEE Access Card, Chapter 7.1, Problem 43E

Conclusion: The probability plot shows that the data is approximately normal as all the data points fall within the range and, hence, it is appropriate to use t procedures.

(b)

To determine

To test: The significance of the difference between the means of two operators.

(b)

Expert Solution

Answer to Problem 43E

Solution: The test statistic value is −0.35 with degree of freedom 7_ and the p- value 0.739, and the means of the two operators do not differ significantly.

Explanation of Solution

Calculation:

To test the null hypothesis, follow the below mentioned steps in Minitab:

Step 1: Follow the Steps 1 to 5 performed in section 1 of part (a).

Step 2: Go to Stat→Basic statistics→Paired t.

Step 3: In the dialogue box that appears, select samples in columns.

Step 4: Enter “Operator 1” under the field marked as “First sample” and “Operator 2” under the field marked as “Second sample.”

Step 5: In the dialogue box that appears, Click on “Option.” Enter 95.0 in the field of Confidence interval, 0.0 in “Test mean,” and “not equal” in “Alternative.”

From Minitab results, the value of test statistic is −0.35 and the p- value is 0.739.

D.F = n –.

D.F = 8 –.

D.F =.

Conclusion: If the level of significance is 5% then as the p- value is greater than 0.05 the null hypothesis will not be rejected and it is concluded that the two means do not differ significantly at 95% confidence level.

(c)

To determine

To find: The confidence interval for difference.

(c)

Expert Solution

Answer to Problem 43E

Solution: The required confidence interval is (−0.01172, 0.00872)_.

Explanation of Solution

Calculation: To compute the confidence interval, follow the below mentioned steps in Minitab:

Step 1: Follow the steps 1 to 5 performed in section 1 of part (a).

Step 2: Go to Stat→Basic statistics→Paired t.

Step 3: In the dialogue box that appears, select samples in columns.

Step 4: Enter “Operator 1” under the field marked as “First sample” and “Operator 2” under the field marked as “Second sample.”

Step 5: In the dialogue box that appears, Click on “Option.” Enter 95.0 in the field of Confidence interval, 0.0 in “Test mean,” and “not equal” in “Alternative.”

From the Minitab results, the confidence interval is (−0.01172, 0.00872)_.

Interpretation: The confidence interval denotes that the differences recorded will lie in between −0.01172 and 0.00872 with a possible chance of 5% error.

(d)

To determine

The validity of the results if the samples are not random.

(d)

Expert Solution

Answer to Problem 43E

Solution: The testing results and the confidence interval may not be valid if the samples are non-random.

Explanation of Solution

The selection of the sample must be random to construct the confidence interval and to perform testing. The t tests assume the samples to simple random. But, in this case, the sample is not taken at random. So, the results may deviate from the actual ones.

Want to see more full solutions like this?

Subscribe now to access step-by-step solutions to millions of textbook problems written by subject matter experts!

Answer 4

Question

Chapter 7.1, Problem 43E

(a)

Section 1:

To determine

To find: The difference between the TBBMC recorded for Operator 1 and the TBBMC for Operator 2.

(a)

Section 1:

Expert Solution

Answer to Problem 43E

Solution: The table for difference is as follows:

Operator 1	Operator 2	Difference
1.328	1.323	0.005
1.342	1.322	0.02
1.075	1.073	0.002
1.228	1.233	−0.005
0.939	0.934	0.005
1.004	1.019	−0.015
1.178	1.184	−0.006
1.286	1.304	−0.018

Explanation of Solution

Calculation:

To calculate the difference, follow the below mentioned steps in Minitab:

Step 1: Enter the variable name as “Operator 1” in column C1 and enter the data for “Operator 1” and enter the variable name as “Operator 2” in column C2 and enter the data for “Operator 2.”

Step 2: Enter variable name as “Difference” in column C3.

Step 3: Go to “Calc”→“Calculator”.

Step 4: In the dialog box that appears, select “Difference” in “Store result in variable.”

Step 5: Enter “Operator 1”-“Operator 2” in “Expression.” Click on “Ok” on the dialog box.

From Minitab result, the table for difference is as follows:

Operator 1	Operator 2	Difference
1.328	1.323	0.005
1.342	1.322	0.02
1.075	1.073	0.002
1.228	1.233	−0.005
0.939	0.934	0.005
1.004	1.019	−0.015
1.178	1.184	−0.006
1.286	1.304	−0.018

Interpretation: It is clear from the table that the range for difference is −0.018 to 0.02.

Section 2:

To determine

To test: Whether t- methods can be used or not.

Section 2:

Expert Solution

Answer to Problem 43E

Solution: The t- method can be used.

Explanation of Solution

Calculation:

To determine if the t methods can be used or not, a probability plot is drawn in Minitab by following the below mentioned steps:

Step 1: Follow steps 1 and 2 similar to that in Section 1.

Step 2: Go to “Graph” option and click on “Probability Plot.” In the dialog box that appears, select “Single” and click on OK.

Step 3: Then enter the name of the column containing the data of the differences in the “Graph variables” field and click on OK.

The following probability plot is obtained:

Introduction to the Practice of Statistics: w/CrunchIt/EESEE Access Card, Chapter 7.1, Problem 43E

Conclusion: The probability plot shows that the data is approximately normal as all the data points fall within the range and, hence, it is appropriate to use t procedures.

(b)

To determine

To test: The significance of the difference between the means of two operators.

(b)

Expert Solution

Answer to Problem 43E

Solution: The test statistic value is −0.35 with degree of freedom 7_ and the p- value 0.739, and the means of the two operators do not differ significantly.

Explanation of Solution

Calculation:

To test the null hypothesis, follow the below mentioned steps in Minitab:

Step 1: Follow the Steps 1 to 5 performed in section 1 of part (a).

Step 2: Go to Stat→Basic statistics→Paired t.

Step 3: In the dialogue box that appears, select samples in columns.

Step 4: Enter “Operator 1” under the field marked as “First sample” and “Operator 2” under the field marked as “Second sample.”

Step 5: In the dialogue box that appears, Click on “Option.” Enter 95.0 in the field of Confidence interval, 0.0 in “Test mean,” and “not equal” in “Alternative.”

From Minitab results, the value of test statistic is −0.35 and the p- value is 0.739.

D.F = n –.

D.F = 8 –.

D.F =.

Conclusion: If the level of significance is 5% then as the p- value is greater than 0.05 the null hypothesis will not be rejected and it is concluded that the two means do not differ significantly at 95% confidence level.

(c)

To determine

To find: The confidence interval for difference.

(c)

Expert Solution

Answer to Problem 43E

Solution: The required confidence interval is (−0.01172, 0.00872)_.

Explanation of Solution

Calculation: To compute the confidence interval, follow the below mentioned steps in Minitab:

Step 1: Follow the steps 1 to 5 performed in section 1 of part (a).

Step 2: Go to Stat→Basic statistics→Paired t.

Step 3: In the dialogue box that appears, select samples in columns.

Step 4: Enter “Operator 1” under the field marked as “First sample” and “Operator 2” under the field marked as “Second sample.”

Step 5: In the dialogue box that appears, Click on “Option.” Enter 95.0 in the field of Confidence interval, 0.0 in “Test mean,” and “not equal” in “Alternative.”

From the Minitab results, the confidence interval is (−0.01172, 0.00872)_.

Interpretation: The confidence interval denotes that the differences recorded will lie in between −0.01172 and 0.00872 with a possible chance of 5% error.

(d)

To determine

The validity of the results if the samples are not random.

(d)

Expert Solution

Answer to Problem 43E

Solution: The testing results and the confidence interval may not be valid if the samples are non-random.

Explanation of Solution

The selection of the sample must be random to construct the confidence interval and to perform testing. The t tests assume the samples to simple random. But, in this case, the sample is not taken at random. So, the results may deviate from the actual ones.

Want to see more full solutions like this?

Subscribe now to access step-by-step solutions to millions of textbook problems written by subject matter experts!

Answer 5

Chapter 7.1, Problem 43E

(a)

Section 1:

To determine

To find: The difference between the TBBMC recorded for Operator 1 and the TBBMC for Operator 2.

(a)

Section 1:

Expert Solution

Answer to Problem 43E

Solution: The table for difference is as follows:

Operator 1	Operator 2	Difference
1.328	1.323	0.005
1.342	1.322	0.02
1.075	1.073	0.002
1.228	1.233	−0.005
0.939	0.934	0.005
1.004	1.019	−0.015
1.178	1.184	−0.006
1.286	1.304	−0.018

Explanation of Solution

Calculation:

To calculate the difference, follow the below mentioned steps in Minitab:

Step 1: Enter the variable name as “Operator 1” in column C1 and enter the data for “Operator 1” and enter the variable name as “Operator 2” in column C2 and enter the data for “Operator 2.”

Step 2: Enter variable name as “Difference” in column C3.

Step 3: Go to “Calc”→“Calculator”.

Step 4: In the dialog box that appears, select “Difference” in “Store result in variable.”

Step 5: Enter “Operator 1”-“Operator 2” in “Expression.” Click on “Ok” on the dialog box.

From Minitab result, the table for difference is as follows:

Operator 1	Operator 2	Difference
1.328	1.323	0.005
1.342	1.322	0.02
1.075	1.073	0.002
1.228	1.233	−0.005
0.939	0.934	0.005
1.004	1.019	−0.015
1.178	1.184	−0.006
1.286	1.304	−0.018

Interpretation: It is clear from the table that the range for difference is −0.018 to 0.02.

Section 2:

To determine

To test: Whether t- methods can be used or not.

Section 2:

Expert Solution

Answer to Problem 43E

Solution: The t- method can be used.

Explanation of Solution

Calculation:

To determine if the t methods can be used or not, a probability plot is drawn in Minitab by following the below mentioned steps:

Step 1: Follow steps 1 and 2 similar to that in Section 1.

Step 2: Go to “Graph” option and click on “Probability Plot.” In the dialog box that appears, select “Single” and click on OK.

Step 3: Then enter the name of the column containing the data of the differences in the “Graph variables” field and click on OK.

The following probability plot is obtained:

Introduction to the Practice of Statistics: w/CrunchIt/EESEE Access Card, Chapter 7.1, Problem 43E

Conclusion: The probability plot shows that the data is approximately normal as all the data points fall within the range and, hence, it is appropriate to use t procedures.

(b)

To determine

To test: The significance of the difference between the means of two operators.

(b)

Expert Solution

Answer to Problem 43E

Solution: The test statistic value is −0.35 with degree of freedom 7_ and the p- value 0.739, and the means of the two operators do not differ significantly.

Explanation of Solution

Calculation:

To test the null hypothesis, follow the below mentioned steps in Minitab:

Step 1: Follow the Steps 1 to 5 performed in section 1 of part (a).

Step 2: Go to Stat→Basic statistics→Paired t.

Step 3: In the dialogue box that appears, select samples in columns.

Step 4: Enter “Operator 1” under the field marked as “First sample” and “Operator 2” under the field marked as “Second sample.”

Step 5: In the dialogue box that appears, Click on “Option.” Enter 95.0 in the field of Confidence interval, 0.0 in “Test mean,” and “not equal” in “Alternative.”

From Minitab results, the value of test statistic is −0.35 and the p- value is 0.739.

D.F = n –.

D.F = 8 –.

D.F =.

Conclusion: If the level of significance is 5% then as the p- value is greater than 0.05 the null hypothesis will not be rejected and it is concluded that the two means do not differ significantly at 95% confidence level.

(c)

To determine

To find: The confidence interval for difference.

(c)

Expert Solution

Answer to Problem 43E

Solution: The required confidence interval is (−0.01172, 0.00872)_.

Explanation of Solution

Calculation: To compute the confidence interval, follow the below mentioned steps in Minitab:

Step 1: Follow the steps 1 to 5 performed in section 1 of part (a).

Step 2: Go to Stat→Basic statistics→Paired t.

Step 3: In the dialogue box that appears, select samples in columns.

Step 4: Enter “Operator 1” under the field marked as “First sample” and “Operator 2” under the field marked as “Second sample.”

Step 5: In the dialogue box that appears, Click on “Option.” Enter 95.0 in the field of Confidence interval, 0.0 in “Test mean,” and “not equal” in “Alternative.”

From the Minitab results, the confidence interval is (−0.01172, 0.00872)_.

Interpretation: The confidence interval denotes that the differences recorded will lie in between −0.01172 and 0.00872 with a possible chance of 5% error.

(d)

To determine

The validity of the results if the samples are not random.

(d)

Expert Solution

Answer to Problem 43E

Solution: The testing results and the confidence interval may not be valid if the samples are non-random.

Explanation of Solution

The selection of the sample must be random to construct the confidence interval and to perform testing. The t tests assume the samples to simple random. But, in this case, the sample is not taken at random. So, the results may deviate from the actual ones.

Answer 6

Chapter 7.1, Problem 43E

(a)

Section 1:

To determine

To find: The difference between the TBBMC recorded for Operator 1 and the TBBMC for Operator 2.

(a)

Section 1:

Expert Solution

Answer to Problem 43E

Solution: The table for difference is as follows:

Operator 1	Operator 2	Difference
1.328	1.323	0.005
1.342	1.322	0.02
1.075	1.073	0.002
1.228	1.233	−0.005
0.939	0.934	0.005
1.004	1.019	−0.015
1.178	1.184	−0.006
1.286	1.304	−0.018

Explanation of Solution

Calculation:

To calculate the difference, follow the below mentioned steps in Minitab:

Step 1: Enter the variable name as “Operator 1” in column C1 and enter the data for “Operator 1” and enter the variable name as “Operator 2” in column C2 and enter the data for “Operator 2.”

Step 2: Enter variable name as “Difference” in column C3.

Step 3: Go to “Calc”→“Calculator”.

Step 4: In the dialog box that appears, select “Difference” in “Store result in variable.”

Step 5: Enter “Operator 1”-“Operator 2” in “Expression.” Click on “Ok” on the dialog box.

From Minitab result, the table for difference is as follows:

Operator 1	Operator 2	Difference
1.328	1.323	0.005
1.342	1.322	0.02
1.075	1.073	0.002
1.228	1.233	−0.005
0.939	0.934	0.005
1.004	1.019	−0.015
1.178	1.184	−0.006
1.286	1.304	−0.018

Interpretation: It is clear from the table that the range for difference is −0.018 to 0.02.

Answer 7

Chapter 7.1, Problem 43E

(a)

Section 1:

To determine

To find: The difference between the TBBMC recorded for Operator 1 and the TBBMC for Operator 2.

Answer 8

(a)

Section 1:

Expert Solution

Answer to Problem 43E

Solution: The table for difference is as follows:

Operator 1	Operator 2	Difference
1.328	1.323	0.005
1.342	1.322	0.02
1.075	1.073	0.002
1.228	1.233	−0.005
0.939	0.934	0.005
1.004	1.019	−0.015
1.178	1.184	−0.006
1.286	1.304	−0.018

Answer 9

(a)

Section 1:

Expert Solution

Answer 10

(a)

Section 1:

Expert Solution

Answer 11

Expert Solution

Answer 12

Explanation of Solution

Calculation:

To calculate the difference, follow the below mentioned steps in Minitab:

Step 1: Enter the variable name as “Operator 1” in column C1 and enter the data for “Operator 1” and enter the variable name as “Operator 2” in column C2 and enter the data for “Operator 2.”

Step 2: Enter variable name as “Difference” in column C3.

Step 3: Go to “Calc”→“Calculator”.

Step 4: In the dialog box that appears, select “Difference” in “Store result in variable.”

Step 5: Enter “Operator 1”-“Operator 2” in “Expression.” Click on “Ok” on the dialog box.

From Minitab result, the table for difference is as follows:

Operator 1	Operator 2	Difference
1.328	1.323	0.005
1.342	1.322	0.02
1.075	1.073	0.002
1.228	1.233	−0.005
0.939	0.934	0.005
1.004	1.019	−0.015
1.178	1.184	−0.006
1.286	1.304	−0.018

Interpretation: It is clear from the table that the range for difference is −0.018 to 0.02.

Answer 13

Section 2:

To determine

To test: Whether t- methods can be used or not.

Section 2:

Expert Solution

Answer to Problem 43E

Solution: The t- method can be used.

Explanation of Solution

Calculation:

To determine if the t methods can be used or not, a probability plot is drawn in Minitab by following the below mentioned steps:

Step 1: Follow steps 1 and 2 similar to that in Section 1.

Step 2: Go to “Graph” option and click on “Probability Plot.” In the dialog box that appears, select “Single” and click on OK.

Step 3: Then enter the name of the column containing the data of the differences in the “Graph variables” field and click on OK.

The following probability plot is obtained:

Introduction to the Practice of Statistics: w/CrunchIt/EESEE Access Card, Chapter 7.1, Problem 43E

Conclusion: The probability plot shows that the data is approximately normal as all the data points fall within the range and, hence, it is appropriate to use t procedures.

Answer 14

Section 2:

To determine

To test: Whether t- methods can be used or not.

Answer 15

Section 2:

Expert Solution

Answer to Problem 43E

Solution: The t- method can be used.

Answer 16

Section 2:

Expert Solution

Answer 17

Section 2:

Expert Solution

Answer 18

Expert Solution

Answer 19

Explanation of Solution

Calculation:

To determine if the t methods can be used or not, a probability plot is drawn in Minitab by following the below mentioned steps:

Step 1: Follow steps 1 and 2 similar to that in Section 1.

Step 2: Go to “Graph” option and click on “Probability Plot.” In the dialog box that appears, select “Single” and click on OK.

Step 3: Then enter the name of the column containing the data of the differences in the “Graph variables” field and click on OK.

The following probability plot is obtained:

Introduction to the Practice of Statistics: w/CrunchIt/EESEE Access Card, Chapter 7.1, Problem 43E

Conclusion: The probability plot shows that the data is approximately normal as all the data points fall within the range and, hence, it is appropriate to use t procedures.

Answer 20

(b)

To determine

To test: The significance of the difference between the means of two operators.

(b)

Expert Solution

Answer to Problem 43E

Solution: The test statistic value is −0.35 with degree of freedom 7_ and the p- value 0.739, and the means of the two operators do not differ significantly.

Explanation of Solution

Calculation:

To test the null hypothesis, follow the below mentioned steps in Minitab:

Step 1: Follow the Steps 1 to 5 performed in section 1 of part (a).

Step 2: Go to Stat→Basic statistics→Paired t.

Step 3: In the dialogue box that appears, select samples in columns.

Step 4: Enter “Operator 1” under the field marked as “First sample” and “Operator 2” under the field marked as “Second sample.”

Step 5: In the dialogue box that appears, Click on “Option.” Enter 95.0 in the field of Confidence interval, 0.0 in “Test mean,” and “not equal” in “Alternative.”

From Minitab results, the value of test statistic is −0.35 and the p- value is 0.739.

D.F = n –.

D.F = 8 –.

D.F =.

Conclusion: If the level of significance is 5% then as the p- value is greater than 0.05 the null hypothesis will not be rejected and it is concluded that the two means do not differ significantly at 95% confidence level.

Answer 21

(b)

To determine

To test: The significance of the difference between the means of two operators.

Answer 22

(b)

Expert Solution

Answer to Problem 43E

Solution: The test statistic value is −0.35 with degree of freedom 7_ and the p- value 0.739, and the means of the two operators do not differ significantly.

Answer 23

(b)

Expert Solution

Answer 24

(b)

Expert Solution

Answer 25

Expert Solution

Answer 26

Explanation of Solution

Calculation:

To test the null hypothesis, follow the below mentioned steps in Minitab:

Step 1: Follow the Steps 1 to 5 performed in section 1 of part (a).

Step 2: Go to Stat→Basic statistics→Paired t.

Step 3: In the dialogue box that appears, select samples in columns.

Step 4: Enter “Operator 1” under the field marked as “First sample” and “Operator 2” under the field marked as “Second sample.”

Step 5: In the dialogue box that appears, Click on “Option.” Enter 95.0 in the field of Confidence interval, 0.0 in “Test mean,” and “not equal” in “Alternative.”

From Minitab results, the value of test statistic is −0.35 and the p- value is 0.739.

D.F = n –.

D.F = 8 –.

D.F =.

Conclusion: If the level of significance is 5% then as the p- value is greater than 0.05 the null hypothesis will not be rejected and it is concluded that the two means do not differ significantly at 95% confidence level.

Answer 27

(c)

To determine

To find: The confidence interval for difference.

(c)

Expert Solution

Answer to Problem 43E

Solution: The required confidence interval is (−0.01172, 0.00872)_.

Explanation of Solution

Calculation: To compute the confidence interval, follow the below mentioned steps in Minitab:

Step 1: Follow the steps 1 to 5 performed in section 1 of part (a).

Step 2: Go to Stat→Basic statistics→Paired t.

Step 3: In the dialogue box that appears, select samples in columns.

Step 4: Enter “Operator 1” under the field marked as “First sample” and “Operator 2” under the field marked as “Second sample.”

Step 5: In the dialogue box that appears, Click on “Option.” Enter 95.0 in the field of Confidence interval, 0.0 in “Test mean,” and “not equal” in “Alternative.”

From the Minitab results, the confidence interval is (−0.01172, 0.00872)_.

Interpretation: The confidence interval denotes that the differences recorded will lie in between −0.01172 and 0.00872 with a possible chance of 5% error.

Answer 28

(c)

To determine

To find: The confidence interval for difference.

Answer 29

(c)

Expert Solution

Answer to Problem 43E

Solution: The required confidence interval is (−0.01172, 0.00872)_.

Answer 30

(c)

Expert Solution

Answer 31

(c)

Expert Solution

Answer 32

Expert Solution

Answer 33

Explanation of Solution

Calculation: To compute the confidence interval, follow the below mentioned steps in Minitab:

Step 1: Follow the steps 1 to 5 performed in section 1 of part (a).

Step 2: Go to Stat→Basic statistics→Paired t.

Step 3: In the dialogue box that appears, select samples in columns.

Step 4: Enter “Operator 1” under the field marked as “First sample” and “Operator 2” under the field marked as “Second sample.”

Step 5: In the dialogue box that appears, Click on “Option.” Enter 95.0 in the field of Confidence interval, 0.0 in “Test mean,” and “not equal” in “Alternative.”

From the Minitab results, the confidence interval is (−0.01172, 0.00872)_.

Interpretation: The confidence interval denotes that the differences recorded will lie in between −0.01172 and 0.00872 with a possible chance of 5% error.

Answer 34

(d)

To determine

The validity of the results if the samples are not random.

(d)

Expert Solution

Answer to Problem 43E

Solution: The testing results and the confidence interval may not be valid if the samples are non-random.

Explanation of Solution

The selection of the sample must be random to construct the confidence interval and to perform testing. The t tests assume the samples to simple random. But, in this case, the sample is not taken at random. So, the results may deviate from the actual ones.

Answer 35

(d)

To determine

The validity of the results if the samples are not random.

Answer 36

(d)

Expert Solution

Answer to Problem 43E

Solution: The testing results and the confidence interval may not be valid if the samples are non-random.

Answer 37

(d)

Expert Solution

Answer 38

(d)

Expert Solution

Answer 39

Expert Solution

Answer 40

Explanation of Solution

The selection of the sample must be random to construct the confidence interval and to perform testing. The t tests assume the samples to simple random. But, in this case, the sample is not taken at random. So, the results may deviate from the actual ones.