Plot the points at which the experimental runs were made. Identify the type of the design used in the experimental.

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Answer 1

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Features Features Normal distribution is characterized by two parameters, mean (µ) and standard deviation (σ). When graphed, the mean represents the center of the bell curve and the graph is perfectly symmetric about the center. The mean, median, and mode are all equal for a normal distribution. The standard deviation measures the data's spread from the center. The higher the standard deviation, the more the data is spread out and the flatter the bell curve looks. Variance is another commonly used measure of the spread of the distribution and is equal to the square of the standard deviation.

Chapter 14.8, Problem 74E

a.

To determine

Plot the points at which the experimental runs were made.

Identify the type of the design used in the experimental.

b.

To determine

Fit the second order response surface model to the data.

c.

To determine

Comment whether the residual analysis indicate any problems.

d.

To determine

Construct contour plots and response surface plots for PHB in terms of two factors.

e.

To determine

Whether it is possible to recommend the values for inoculum age, pH and substrate to maximize production.

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Answer 2

Question

Features Features Normal distribution is characterized by two parameters, mean (µ) and standard deviation (σ). When graphed, the mean represents the center of the bell curve and the graph is perfectly symmetric about the center. The mean, median, and mode are all equal for a normal distribution. The standard deviation measures the data's spread from the center. The higher the standard deviation, the more the data is spread out and the flatter the bell curve looks. Variance is another commonly used measure of the spread of the distribution and is equal to the square of the standard deviation.

Chapter 14.8, Problem 74E

a.

To determine

Plot the points at which the experimental runs were made.

Identify the type of the design used in the experimental.

b.

To determine

Fit the second order response surface model to the data.

c.

To determine

Comment whether the residual analysis indicate any problems.

d.

To determine

Construct contour plots and response surface plots for PHB in terms of two factors.

e.

To determine

Whether it is possible to recommend the values for inoculum age, pH and substrate to maximize production.

Expert Solution & Answer

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Check out a sample textbook solution

See solution

Answer 3

Question

Features Features Normal distribution is characterized by two parameters, mean (µ) and standard deviation (σ). When graphed, the mean represents the center of the bell curve and the graph is perfectly symmetric about the center. The mean, median, and mode are all equal for a normal distribution. The standard deviation measures the data's spread from the center. The higher the standard deviation, the more the data is spread out and the flatter the bell curve looks. Variance is another commonly used measure of the spread of the distribution and is equal to the square of the standard deviation.

Chapter 14.8, Problem 74E

a.

To determine

Plot the points at which the experimental runs were made.

Identify the type of the design used in the experimental.

b.

To determine

Fit the second order response surface model to the data.

c.

To determine

Comment whether the residual analysis indicate any problems.

d.

To determine

Construct contour plots and response surface plots for PHB in terms of two factors.

e.

To determine

Whether it is possible to recommend the values for inoculum age, pH and substrate to maximize production.

Expert Solution & Answer

Want to see the full answer?

Check out a sample textbook solution

See solution

Answer 4

Question

Features Features Normal distribution is characterized by two parameters, mean (µ) and standard deviation (σ). When graphed, the mean represents the center of the bell curve and the graph is perfectly symmetric about the center. The mean, median, and mode are all equal for a normal distribution. The standard deviation measures the data's spread from the center. The higher the standard deviation, the more the data is spread out and the flatter the bell curve looks. Variance is another commonly used measure of the spread of the distribution and is equal to the square of the standard deviation.

Chapter 14.8, Problem 74E

a.

To determine

Plot the points at which the experimental runs were made.

Identify the type of the design used in the experimental.

b.

To determine

Fit the second order response surface model to the data.

c.

To determine

Comment whether the residual analysis indicate any problems.

d.

To determine

Construct contour plots and response surface plots for PHB in terms of two factors.

e.

To determine

Whether it is possible to recommend the values for inoculum age, pH and substrate to maximize production.

Expert Solution & Answer

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Check out a sample textbook solution

See solution

Answer 5

Chapter 14.8, Problem 74E

a.

To determine

Plot the points at which the experimental runs were made.

Identify the type of the design used in the experimental.

b.

To determine

Fit the second order response surface model to the data.

c.

To determine

Comment whether the residual analysis indicate any problems.

d.

To determine

Construct contour plots and response surface plots for PHB in terms of two factors.

e.

To determine

Whether it is possible to recommend the values for inoculum age, pH and substrate to maximize production.

Answer 6

Chapter 14.8, Problem 74E

a.

To determine

Plot the points at which the experimental runs were made.

Identify the type of the design used in the experimental.

Answer 7

Chapter 14.8, Problem 74E

a.

To determine

Plot the points at which the experimental runs were made.

Identify the type of the design used in the experimental.

Answer 8

b.

To determine

Fit the second order response surface model to the data.

Answer 9

b.

To determine

Fit the second order response surface model to the data.

Answer 10

c.

To determine

Comment whether the residual analysis indicate any problems.

Answer 11

c.

To determine

Comment whether the residual analysis indicate any problems.

Answer 12

d.

To determine

Construct contour plots and response surface plots for PHB in terms of two factors.

Answer 13

d.

To determine

Construct contour plots and response surface plots for PHB in terms of two factors.

Answer 14

e.

To determine

Whether it is possible to recommend the values for inoculum age, pH and substrate to maximize production.

Answer 15

e.

To determine

Whether it is possible to recommend the values for inoculum age, pH and substrate to maximize production.

Answer 16

Expert Solution & Answer

Answer 17

Expert Solution & Answer

Answer 18

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Answer 19

Ch. 14.3 - 14-1. An article in Industrial Quality Control...Ch. 14.3 - Prob. 2E Ch. 14.3 - Prob. 3E Ch. 14.3 - 14-4. An experiment was conducted to determine...Ch. 14.3 - Prob. 5E Ch. 14.3 - 14-6. Johnson and Leone (Statistics and...Ch. 14.3 - 14-7. An article in the IEEE Transactions on...Ch. 14.3 - Prob. 8E Ch. 14.3 - Prob. 9E Ch. 14.3 - Prob. 10E

Plot the points at which the experimental runs were made. Identify the type of the design used in the experimental.

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Plot the points at which the experimental runs were made.

Identify the type of the design used in the experimental.

Fit the second order response surface model to the data.

Comment whether the residual analysis indicate any problems.

Construct contour plots and response surface plots for PHB in terms of two factors.

Whether it is possible to recommend the values for inoculum age, pH and substrate to maximize production.

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Chapter 14 Solutions