figure 6.1 histogram of temperature data

48
Copyright ©2011 by Pearson Education, Inc. Upper Saddle River, New Jersey 07458 All rights reserved. Introduction to Engineering Experimentation, Third Edition Anthony J. Wheeler • Ahmad R. Ganji

Upload: philip-solis

Post on 02-Jan-2016

23 views

Category:

Documents


0 download

DESCRIPTION

Figure 6.1 Histogram of temperature data. Figure 6.2 Some shapes of distributions: (a) symmetric; (b) skewed; (c) J-shaped; (d) bimodal; (e) uniform. (After Johnson, 1988.). Figure 6.3 Relative frequencies of duct temperatures. Figure E6.1. Figure E6.2. - PowerPoint PPT Presentation

TRANSCRIPT

Page 1: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Page 2: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.1 Histogram of temperature data.

Page 3: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Page 4: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.2 Some shapes of distributions: (a) symmetric; (b) skewed; (c) J-shaped; (d) bimodal; (e) uniform. (After Johnson, 1988.)

Page 5: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.3 Relative frequencies of duct temperatures.

Page 6: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure E6.1

Page 7: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure E6.2

Page 8: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.4 Normal distribution function.

Page 9: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.5 Standard normal distribution function.

Page 10: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Page 11: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Table 6.3 (continued) Area Under the Normal Distribution From z = 0 to z

Page 12: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Table 6.3 (continued) Area Under the Normal Distribution From z = 0 to z

Page 13: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Table 6.3 (continued) Area Under the Normal Distribution From z = 0 to z

Page 14: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure E6.9a,b

Page 15: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure E6.9c,d

Page 16: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Page 17: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.6 Distribution suitable for lognormal analysis.

Page 18: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Page 19: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.7 Concept of confidence interval of the mean.

Page 20: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.8 Probability density function using the Student’s t-distribution.

Page 21: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.9 Confidence interval for the t-distribution.

Page 22: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Page 23: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Table 6.6 (continued) Student's t as a function of and

Page 24: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.10 Chi-squared distribution function.

Page 25: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.11 Confidence interval for the chi-squared distribution.

Page 26: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Page 27: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Table 6.7 (continued) Critical Values of the Chi-Squared Distribution

Page 28: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Table 6.7 (continued) Critical Values of the Chi-Squared Distribution

Page 29: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Page 30: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.12 Data showing variation in scatter of the dependent variable, y.

Page 31: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Page 32: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Table 6.9 (continued) Minimum Values of the Correlation Coefficient for Significance Level

Page 33: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure E6.19

Page 34: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.13 Fitting a straight line through data.

Page 35: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.14 Least-squares line with forced origin.

Page 36: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure E6.20

Page 37: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.15 x–y data showing an outlier.

Page 38: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.16 Plot of standardized residuals.

Page 39: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.17 Nonlinear data.

Page 40: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure 6.18 Normalized residuals for nonlinear data.

Page 41: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure E6.23a

Page 42: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure E6.23b

Page 43: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Page 44: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure E6.24a

Page 45: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure E6.24b

Page 46: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure E6.26 Caption

Page 47: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure E6.27 Caption

Page 48: Figure 6.1    Histogram of temperature data

Copyright ©2011 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Introduction to Engineering Experimentation, Third EditionAnthony J. Wheeler • Ahmad R. Ganji

Figure P6.81