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Chapter 5 Continuous Random Variables Copyright © 2013 Pearson Education, Inc. All rights reserved Figure SIA5.1 Target placement on gun range 5- 2 Copyright © 2013 Pearson Education, Inc.. All rights reserved. 5.1 Continuous Probability Distributions Copyright © 2013 Pearson Education, Inc. All rights reserved Figure 5.1 A probability f(x) for a continuous random variable x 5- 4 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Definition 5- 5 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.2 Density Function for Friction Coefficient, Example 5.1 5- 6 Copyright © 2013 Pearson Education, Inc.. All rights reserved. 5.2 The Uniform Distribution Copyright © 2013 Pearson Education, Inc. All rights reserved Figure 5.3 The uniform probability distribution 5- 8 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Definition 5- 9 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.4 Distribution for x in Example 5.2 5 - 10 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.5 Probability that car breaks down within 1.5 months of purchase 5 - 11 Copyright © 2013 Pearson Education, Inc.. All rights reserved. 5.3 The Normal Distribution Copyright © 2013 Pearson Education, Inc. All rights reserved Figure 5.6 A normal probability distribution 5 - 13 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.7 Several normal distributions with different means and Standard deviations 5 - 14 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Procedure 5 - 15 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.8 Several normal distributions: m = 0, s = 1 5 - 16 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Definition 5 - 17 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Table 5.1 5 - 18 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.9 Areas under the standard normal curve for Example 5.3 5 - 19 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.10 Finding z =1.33 in the standard normal table, Example 5.3 5 - 20 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.11 Areas under the standard normal curve for Example 5.4 5 - 21 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.12 Areas under the standard normal curve for Example 5.5 5 - 22 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.13 Areas under the standard normal curve for Example 5.6 5 - 23 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Definition 5 - 24 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.14 Areas under the normal curve for Example 5.7 5 - 25 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Procedure 5 - 26 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.15 Area under the normal curve for Example 5.8 5 - 27 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.16 Area under the standard normal curve for Example 5.9 5 - 28 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.17 Areas under the standard normal curve for Example 5.10 5 - 29 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.18 Area under the normal curve for Example 5.11 5 - 30 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure SIA5.2 MINITAB worksheet with cumulative normal probabilities 5 - 31 Copyright © 2013 Pearson Education, Inc.. All rights reserved. 5.4 Descriptive Methods for Assessing Normality Copyright © 2013 Pearson Education, Inc. All rights reserved Procedure 5 - 33 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Definition 5 - 34 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Table 5.2 5 - 35 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.19a MINITAB histogram for gas mileage data 5 - 36 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.19b MINITAB Descriptive statistics for gas mileage data 5 - 37 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.19c SPSS normal probability plot for gas mileage data 5 - 38 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Table 5.3 5 - 39 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Table SIA5.1 5 - 40 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure SIA5.3a MINITAB histogram for the horizontal hit measurements when s = 1 5 - 41 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure SIA5.3b MINITAB histogram for the horizontal hit measurements when s = 2 5 - 42 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure SIA5.3c MINITAB histogram for the horizontal hit measurements when s = 4 5 - 43 Copyright © 2013 Pearson Education, Inc.. All rights reserved. 5.5 Approximating a Binomial Distribution with a Normal Distribution (Optional) Copyright © 2013 Pearson Education, Inc. All rights reserved Figure 5.20 Binomial distribution for n = 20, p = .6 and normal distribution with m = 12, s = 2.2 5 - 45 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.21 Rule of thumb for normal approximation to binomial probabilities 5 - 46 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.22 Normal approximation to the binomial distribution with n = 200, p = .06 5 - 47 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.23 Standard normal distribution 5 - 48 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Procedure 5 - 49 Copyright © 2013 Pearson Education, Inc.. All rights reserved. 5.6 The Exponential Distribution (Optional) Copyright © 2013 Pearson Education, Inc. All rights reserved Definition 5 - 51 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.25 Exponential distributions 5 - 52 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Procedure 5 - 53 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.27 Area to the right of a = 5 for Example 5.14 5 - 54 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.28 Area to the left of a = 5 for Example 5.15 5 - 55 Copyright © 2013 Pearson Education, Inc.. All rights reserved. Figure 5.29 Area in the interval m 2s for Example 5.15 5 - 56 Copyright © 2013 Pearson Education, Inc.. All rights reserved.