replacement is 66 and the standard deviation is 19. Suppose that 49 randomly selected ires are tested. Round all answers to 4 decimal places where possible and assume a hormal distribution. a. What is the distribution of X? X - N( b. What is the distribution of I? E - N c. If a randomly selected individual tire is tested, find the probability that the number of miles (in thousands) before it will need replacement is between 64 and 66.2.

MATLAB: An Introduction with Applications
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Chapter1: Starting With Matlab
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The image presents a statistical problem based on the average number of miles (in thousands) that a car's tire will function before needing replacement, which is 66 with a standard deviation of 19. It involves 49 randomly selected tires and assumes a normal distribution. The tasks are as follows:

a. Determine the distribution of \( X \). 
   - \( X \sim N(\text{\_\_\_\_\_}, \text{\_\_\_\_\_}) \)

b. Determine the distribution of \( \overline{X} \). 
   - \( \overline{X} \sim N(\text{\_\_\_\_\_}, \text{\_\_\_\_\_}) \)

c. For a randomly selected individual tire, calculate the probability that the number of miles (in thousands) before it needs replacement is between 64 and 66.2.
   - [Provide space for numerical answer]

d. For the 49 tires tested, compute the probability that the average miles (in thousands) before needing replacement is between 64 and 66.2.
   - [Provide space for numerical answer]

e. Assess whether the assumption that the distribution is normal is necessary for part d.
   - Yes [ ]  No [ ]

The question is structured to reinforce understanding of normal distribution and sampling distribution concepts.
Transcribed Image Text:The image presents a statistical problem based on the average number of miles (in thousands) that a car's tire will function before needing replacement, which is 66 with a standard deviation of 19. It involves 49 randomly selected tires and assumes a normal distribution. The tasks are as follows: a. Determine the distribution of \( X \). - \( X \sim N(\text{\_\_\_\_\_}, \text{\_\_\_\_\_}) \) b. Determine the distribution of \( \overline{X} \). - \( \overline{X} \sim N(\text{\_\_\_\_\_}, \text{\_\_\_\_\_}) \) c. For a randomly selected individual tire, calculate the probability that the number of miles (in thousands) before it needs replacement is between 64 and 66.2. - [Provide space for numerical answer] d. For the 49 tires tested, compute the probability that the average miles (in thousands) before needing replacement is between 64 and 66.2. - [Provide space for numerical answer] e. Assess whether the assumption that the distribution is normal is necessary for part d. - Yes [ ] No [ ] The question is structured to reinforce understanding of normal distribution and sampling distribution concepts.
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