Math Problem Statement
Solution
The given probability density function (PDF) of the component's life (in months) is:
This is an exponential distribution with a rate parameter .
We are asked to find the probability that the component lasts between 13 and 21 months. Mathematically, this is given by:
I will now calculate this integral to find the probability.The probability that a randomly selected component will last between 13 and 21 months is approximately 0.00148, or about 0.148%.
Would you like further details on the integration process or any related questions?
Here are 5 related questions:
- What is the cumulative distribution function (CDF) for this exponential distribution?
- How would you find the expected value (mean) of the component's life?
- What is the variance of the life of the component in this distribution?
- How would the probability change if the range was extended to 13 to 30 months?
- How can you interpret the result of such a small probability?
Tip: The exponential distribution is commonly used to model the time until an event occurs, such as the failure of a component.
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Math Problem Analysis
Mathematical Concepts
Probability Theory
Exponential Distribution
Integration
Formulas
f(x) = (1/2) * e^(-x/2)
P(a ≤ X ≤ b) = ∫[a, b] (1/2) * e^(-x/2) dx
Theorems
Exponential Distribution PDF
Suitable Grade Level
University Level (Probability and Statistics)
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