2.7-10. The mean of a Poisson random variable X is μ = 9. Compute P(μ – 2o < Χ < μ + 26).
2.7-10. The mean of a Poisson random variable X is μ = 9. Compute P(μ – 2o < Χ < μ + 26).
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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![**Exercise 2.7-10**: The mean of a Poisson random variable \( X \) is \( \mu = 9 \). Compute
\[ P(\mu - 2\sigma < X < \mu + 2\sigma). \]
This exercise requires you to calculate the probability that a Poisson-distributed random variable falls within two standard deviations from the mean. The Poisson distribution is typically used to model the number of times an event occurs within a specified interval.
### Explanation:
- **Poisson Distribution**: The Poisson distribution is defined by its mean \( \mu \), which for this exercise is 9.
- **Standard Deviation**: The standard deviation \( \sigma \) for a Poisson distribution is the square root of the mean (\( \sigma = \sqrt{\mu} \)).
- **Calculation**:
- First, compute the standard deviation: \( \sigma = \sqrt{9} = 3 \).
- Determine the range around the mean: \( \mu - 2\sigma = 9 - 6 = 3 \) and \( \mu + 2\sigma = 9 + 6 = 15 \).
- The problem asks for the probability that the value of \( X \) is between 3 and 15.
Using this information and relevant statistical tables or software, you can find the specific probability for this range.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F85d32175-af9c-42c5-9625-032a1be1ed73%2F482aac47-f19a-4197-b867-e6e1458bc360%2F2st1c1v_processed.jpeg&w=3840&q=75)
Transcribed Image Text:**Exercise 2.7-10**: The mean of a Poisson random variable \( X \) is \( \mu = 9 \). Compute
\[ P(\mu - 2\sigma < X < \mu + 2\sigma). \]
This exercise requires you to calculate the probability that a Poisson-distributed random variable falls within two standard deviations from the mean. The Poisson distribution is typically used to model the number of times an event occurs within a specified interval.
### Explanation:
- **Poisson Distribution**: The Poisson distribution is defined by its mean \( \mu \), which for this exercise is 9.
- **Standard Deviation**: The standard deviation \( \sigma \) for a Poisson distribution is the square root of the mean (\( \sigma = \sqrt{\mu} \)).
- **Calculation**:
- First, compute the standard deviation: \( \sigma = \sqrt{9} = 3 \).
- Determine the range around the mean: \( \mu - 2\sigma = 9 - 6 = 3 \) and \( \mu + 2\sigma = 9 + 6 = 15 \).
- The problem asks for the probability that the value of \( X \) is between 3 and 15.
Using this information and relevant statistical tables or software, you can find the specific probability for this range.
Expert Solution
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Step 1: Given Information:
The mean of a Poisson random variable X is .
The objective is to compute
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