Math Problem Statement
Solution
To solve the problem of finding the probability that a randomly selected passenger has a waiting time greater than 2.25 minutes, we need to understand the properties of a uniform distribution.
Given:
- The waiting times are uniformly distributed between 0 and 6 minutes.
For a uniform distribution , the probability density function (PDF) is given by:
Here, and . So the PDF is:
To find the probability that the waiting time is greater than 2.25 minutes, we calculate:
First, we find :
Now, we calculate :
Therefore, the probability that a randomly selected passenger has a waiting time greater than 2.25 minutes is 0.625.
Simplified Answer: 0.625 (rounded to three decimal places).
Would you like further details or have any questions?
Here are 5 related questions to expand your understanding:
- How do you derive the probability density function for a uniform distribution?
- What is the cumulative distribution function (CDF) for a uniform distribution?
- How would you calculate the expected value (mean) of a uniformly distributed random variable?
- What is the variance of a uniformly distributed random variable between and ?
- How would you calculate the probability that the waiting time is less than 4 minutes?
Tip: For any uniform distribution , the area under the curve (PDF) always equals 1, representing the total probability.
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Math Problem Analysis
Mathematical Concepts
Probability
Uniform Distribution
Formulas
Probability density function (PDF) for a uniform distribution U(a, b): f(x) = 1 / (b - a)
Cumulative probability: P(X > k) = 1 - P(X <= k)
Theorems
Uniform Distribution Theorem
Suitable Grade Level
Grades 11-12
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