The paper “Study on the Life Distribution of Microdrills”

Probability and Statistics for Engineering and the Sciences | 9th Edition | ISBN: 9780321629111 | Authors: Ronald E. Walpole, Raymond H. Myers

Problem 27E Chapter 1

Probability and Statistics for Engineering and the Sciences | 9th Edition

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Probability and Statistics for Engineering and the Sciences | 9th Edition | ISBN: 9780321629111 | Authors: Ronald E. Walpole, Raymond H. Myers

Probability and Statistics for Engineering and the Sciences | 9th Edition

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Problem 27E

The paper “Study on the Life Distribution of Microdrills” (J. of Engr. Manufacture, 2002: 301–305) reported the following observations, listed in increasing order, on drill lifetime (number of holes that a drill machines before it breaks) when holes were drilled in a certain brass alloy. a. Why can a frequency distribution not be based on the class intervals 0–50, 50–100, 100–150, and so on? b. Construct a frequency distribution and histogram of the data using class boundaries 0, 50, 100, . . . , and then comment on interesting characteristics. c. Construct a frequency distribution and histogram of the natural logarithms of the lifetime observations, and comment on interesting characteristics. d. What proportion of the lifetime observations in this sample are less than 100? What proportion of the observations are at least 200?

Step-by-Step Solution:
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Answer: Step1: Given that, The paper “Study on the Life Distribution of Micro Drills” (J. of Engr. Manufacture, 2002: 301–305) reported the following observations, listed in increasing order, on drill lifetime (number of holes that a drill machines before it breaks) when holes were drilled in a certain brass alloy. Step 2: a). The aim is why can a frequency distribution not be based on the class intervals 0–50, 50–100, 100–150, and so on. In the given data set, the observation is falls in the specified boundary of 50. Here the class intervals are 0-50, 50-100, 100-150 and so on. The value 50 falls in both of the intervals ‘0-50’ and ‘50-100’. So the frequency distribution is not based on the class intervals. Step 3: b). To construct a frequency distribution and histogram of the data using class boundaries 0, 50, 100, . . . , and then comment on interesting characteristics. Class Frequency Relative frequency 0-50 9 9/50 = 0.18 50-100 19 19/50 = 0.38 100-150 11 11/50 = 0.22 150-200 4 4/50 = 0.08 200-250 2 2/50 = 0.04 250-300 2 2/50 = 0.04 300-350 1 1/50 = 0.02 350-400 1 1/50 = 0.02 400-450 0 0 450-500 0 0 500-550 1 1/50 = 0.02 N = 50 Total = 1 Histogram of the data The distribution is skewed right. There is a gap in the histogram, and the outlier is ‘500-550’ interval. Step4: c). To construct a frequency distribution and histogram of the natural logarithms of the lifetime observations, and comment on interesting characteristics. Step 5: d). The aim is what proportion of the lifetime observations in this sample are less than 100 What proportion of the observations are at least 200 Proportion of the lifetime observations in this sample are less than 100 = Relative frequency for 0-50 + Relative frequency for 50-100 = 0.18 + 0.38 = 0.56 Proportion of the lifetime observations in this sample are at least 200 = Relative frequency for 200-250 + Relative frequency for 250-300 + Relative frequency for 300-350 + Relative frequency for 350-400 + Relative frequency for 450-500 + Relative frequency for 500-550. = 0.04 + 0.04 + 0.02 + 0.02 + 0 + 0 + 0.02 = 0.14. Therefore, the proportion of the lifetime observations in this sample are less than 100 is 0.56. And the proportion of the observations are at least 200 is 0.14.

Step 4 of 5

Chapter 1, Problem 27E is Solved
Step 5 of 5

Textbook: Probability and Statistics for Engineering and the Sciences
Edition: 9
Author: Ronald E. Walpole, Raymond H. Myers
ISBN: 9780321629111

Since the solution to 27E from 1 chapter was answered, more than 545 students have viewed the full step-by-step answer. Probability and Statistics for Engineering and the Sciences was written by and is associated to the ISBN: 9780321629111. This textbook survival guide was created for the textbook: Probability and Statistics for Engineering and the Sciences, edition: 9. This full solution covers the following key subjects: characteristics, distribution, Observations, lifetime, frequency. This expansive textbook survival guide covers 18 chapters, and 1582 solutions. The full step-by-step solution to problem: 27E from chapter: 1 was answered by , our top Statistics solution expert on 05/06/17, 06:21PM. The answer to “The paper “Study on the Life Distribution of Microdrills” (J. of Engr. Manufacture, 2002: 301–305) reported the following observations, listed in increasing order, on drill lifetime (number of holes that a drill machines before it breaks) when holes were drilled in a certain brass alloy. a. Why can a frequency distribution not be based on the class intervals 0–50, 50–100, 100–150, and so on? b. Construct a frequency distribution and histogram of the data using class boundaries 0, 50, 100, . . . , and then comment on interesting characteristics. c. Construct a frequency distribution and histogram of the natural logarithms of the lifetime observations, and comment on interesting characteristics. d. What proportion of the lifetime observations in this sample are less than 100? What proportion of the observations are at least 200?” is broken down into a number of easy to follow steps, and 133 words.

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