A quality inspector picks a sample of 15 items at random from a manufacturingprocess known to produce 10% defective items. Let X be the number of defective items found in the random sample of 15 items. Assume that the condition of each item is independent of that of each of the other items in the sample. The probability distribution of X is provided in the excel file. Use simulation to generate 500 values of this random variable X. A) Calculate the mean and standard deviation of the simulated values. B) How do they compare to the mean and standard deviation of the given probability distribution? Use excel to help please Number of defective items in a random sample of 15 items # of defectives Probability 0 0.2059 1 0.3432 2 0.2669 3 0.1285 4 0.0428 5 0.0105 6 0.0019 7 0.0003 8 0.0000 9 0.0000 10 0.0000 11 0.0000 12 0.0000 13 0.0000 14 0.0000 15 0.0000
A quality inspector picks a sample of 15 items at random from a manufacturingprocess known to produce 10% defective items. Let X be the number of defective items found in the random sample of 15 items. Assume that the condition of each item is independent of that of each of the other items in the sample. The probability distribution of X is provided in the excel file. Use simulation to generate 500 values of this random variable X. A) Calculate the mean and standard deviation of the simulated values. B) How do they compare to the mean and standard deviation of the given probability distribution? Use excel to help please Number of defective items in a random sample of 15 items # of defectives Probability 0 0.2059 1 0.3432 2 0.2669 3 0.1285 4 0.0428 5 0.0105 6 0.0019 7 0.0003 8 0.0000 9 0.0000 10 0.0000 11 0.0000 12 0.0000 13 0.0000 14 0.0000 15 0.0000
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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A quality inspector picks a sample of 15 items at random from a manufacturingprocess known to produce 10% defective items. Let X be the number of defective items found in the random sample of 15 items. Assume that the condition of each item is independent of that of each of the other items in the sample. The probability distribution of X is provided in the excel file. Use simulation to generate 500 values of this random variable X.
A) Calculate the mean and standard deviation of the simulated values.
B) How do they compare to the mean and standard deviation of the given probability distribution?
Use excel to help please
Number of defective items in a random sample of 15 items | ||||
# of defectives | Probability | |||
0 | 0.2059 | |||
1 | 0.3432 | |||
2 | 0.2669 | |||
3 | 0.1285 | |||
4 | 0.0428 | |||
5 | 0.0105 | |||
6 | 0.0019 | |||
7 | 0.0003 | |||
8 | 0.0000 | |||
9 | 0.0000 | |||
10 | 0.0000 | |||
11 | 0.0000 | |||
12 | 0.0000 | |||
13 | 0.0000 | |||
14 | 0.0000 | |||
15 | 0.0000 |
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