Math Problem Statement
Solution
The given exponential probability density function (PDF) is:
This is the form of an exponential distribution, where the PDF is generally given by:
In this case, . The parameter is the mean (or expected value) of the exponential distribution.
Thus, the mean of is:
Therefore, the correct answer is:
b. 20
Would you like more details or have any questions?
Here are 5 related questions to explore further:
- What is the variance of an exponential distribution with parameter ?
- How is the median of an exponential distribution calculated?
- How can the exponential distribution be used to model waiting times?
- What is the cumulative distribution function (CDF) for this exponential distribution?
- How would the PDF change if the mean were 50 instead of 20?
Tip: In an exponential distribution, the parameter represents both the mean and the standard deviation.
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Math Problem Analysis
Mathematical Concepts
Exponential Distribution
Probability
Formulas
f(x) = (1/θ) e^(-x/θ)
Mean (μ) = θ
Theorems
Exponential Distribution Theorem
Suitable Grade Level
College or Advanced High School
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