Los Angeles workers have an average commute of 28 minutes. Suppose the LA commute time is normally distributed with a standard deviation of 13 minutes. Let X represent the commute time for a randomly selected LA worker. Round all answers to 4 decimal places where possible. a. What is the distribution of X? X - N( b. Find the probability that a randomly selected LA worker has a commute that is longer than 33 minutes. c. Find the 90th percentile for the commute time of LA workers. minutes

MATLAB: An Introduction with Applications
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ISBN:9781119256830
Author:Amos Gilat
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**Problem Statement:**

Los Angeles workers have an average commute of 28 minutes. Suppose the LA commute time is normally distributed with a standard deviation of 13 minutes. Let \( X \) represent the commute time for a randomly selected LA worker. Round all answers to 4 decimal places where possible.

a. What is the distribution of \( X \)?  
   \( X \sim N(\, \, \, \, , \, \, \,) \)

b. Find the probability that a randomly selected LA worker has a commute that is longer than 33 minutes.  
   \(\,\_\_\_\_\_\_\_\_\_\_\_\_\_\,\)

c. Find the 90th percentile for the commute time of LA workers.  
   \(\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\) minutes

**Explanation:**

- **Distribution of \( X \):**
  - The question asks to define the normal distribution for \( X \), given the mean and standard deviation, in the format \( X \sim N(\mu, \sigma^2) \).

- **Probability Calculation:**
  - Calculate the probability that a commute time exceeds 33 minutes using the properties of the normal distribution.

- **Percentile Calculation:**
  - Determine the 90th percentile of the commute times, which involves finding the value below which 90% of the observations fall in a normal distribution.
Transcribed Image Text:**Problem Statement:** Los Angeles workers have an average commute of 28 minutes. Suppose the LA commute time is normally distributed with a standard deviation of 13 minutes. Let \( X \) represent the commute time for a randomly selected LA worker. Round all answers to 4 decimal places where possible. a. What is the distribution of \( X \)? \( X \sim N(\, \, \, \, , \, \, \,) \) b. Find the probability that a randomly selected LA worker has a commute that is longer than 33 minutes. \(\,\_\_\_\_\_\_\_\_\_\_\_\_\_\,\) c. Find the 90th percentile for the commute time of LA workers. \(\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\) minutes **Explanation:** - **Distribution of \( X \):** - The question asks to define the normal distribution for \( X \), given the mean and standard deviation, in the format \( X \sim N(\mu, \sigma^2) \). - **Probability Calculation:** - Calculate the probability that a commute time exceeds 33 minutes using the properties of the normal distribution. - **Percentile Calculation:** - Determine the 90th percentile of the commute times, which involves finding the value below which 90% of the observations fall in a normal distribution.
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