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Solved: The article “Application of Radial Basis Function

Statistics for Engineers and Scientists | 4th Edition | ISBN: 9780073401331 | Authors: William Navidi ISBN: 9780073401331 38

Solution for problem 9E Chapter 9.3

Statistics for Engineers and Scientists | 4th Edition

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Statistics for Engineers and Scientists | 4th Edition | ISBN: 9780073401331 | Authors: William Navidi

Statistics for Engineers and Scientists | 4th Edition

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Problem 9E

The article “Application of Radial Basis Function Neural Networks in Optimization of Hard Turning of AISID2 Cold –Worked Tool Steel With a Ceramic Tool” (S. Basak, U. Dixit, and J. Davim, Journal of Engineering Manufacture, 2007:987-998) presents the results of an experiment in which tool wear was computed for various values of three factor. We consider two of those factors, cutting speed and cutting time. The results are presented in the following table.

Speed (m/min)

Time (min)

Wear (mm)

80

5

5

6

5

5

4

3

80

10

8

8

8

8

8

8

80

15

11

10

9

9

10

9

150

5

9

11

9

8

10

9

150

10

14

14

15

13

17

18

150

15

16

15

26

24

24

25

220

5

34

33

19

21

18

20

220

10

60

59

29

31

28

31

220

15

65

64

31

33

75

80

a. Estimate all main effect and  interactions.

b.Construct an  ANOVA table, You may give ranges for the P-values.

c.Is the  additive model plausible? Provide the value of a test statistic and the P-value.

d. can the effect of speed on wear be described by interpreting the main effects of speed? If so, interpret the main effect, including the appropriate test statistic and P-value. If not, explain why not.

e. Can the effect of time on wear be described by interpreting the main effects of time? If so, interpret the main effects, including the appropriate test statistic and P-value. If not, explain why not.

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Chapter 9.3, Problem 9E is Solved
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Textbook: Statistics for Engineers and Scientists
Edition: 4
Author: William Navidi
ISBN: 9780073401331

The answer to “The article “Application of Radial Basis Function Neural Networks in Optimization of Hard Turning of AISID2 Cold –Worked Tool Steel With a Ceramic Tool” (S. Basak, U. Dixit, and J. Davim, Journal of Engineering Manufacture, 2007:987-998) presents the results of an experiment in which tool wear was computed for various values of three factor. We consider two of those factors, cutting speed and cutting time. The results are presented in the following table.Speed (m/min)Time (min)Wear (mm)80556554380108888888015111099109150591198109150101414151317181501516152624242522053433192118202201060592931283122015656431337580a. Estimate all main effect and interactions.________________b.Construct an ANOVA table, You may give ranges for the P-values.________________c.Is the additive model plausible? Provide the value of a test statistic and the P-value.________________d. can the effect of speed on wear be described by interpreting the main effects of speed? If so, interpret the main effect, including the appropriate test statistic and P-value. If not, explain why not.________________e. Can the effect of time on wear be described by interpreting the main effects of time? If so, interpret the main effects, including the appropriate test statistic and P-value. If not, explain why not.” is broken down into a number of easy to follow steps, and 174 words. This textbook survival guide was created for the textbook: Statistics for Engineers and Scientists , edition: 4. Statistics for Engineers and Scientists was written by and is associated to the ISBN: 9780073401331. This full solution covers the following key subjects: main, effect, wear, speed, effects. This expansive textbook survival guide covers 153 chapters, and 2440 solutions. Since the solution to 9E from 9.3 chapter was answered, more than 284 students have viewed the full step-by-step answer. The full step-by-step solution to problem: 9E from chapter: 9.3 was answered by , our top Statistics solution expert on 06/28/17, 11:15AM.

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