Math Problem Statement
Solution
To find the value of , we use the property that the total probability of a continuous random variable must integrate to 1 over its entire domain. In this case, the probability density function (PDF) is non-zero only for , and the function is given as:
We need to solve the following equation:
However, since outside the interval , the integral simplifies to:
I'll now compute this integral and solve for .The value of that satisfies the condition that the total probability is 1 is .
Would you like more details on the steps involved in solving this problem?
Here are 5 related questions you might find interesting:
- How do you verify if a given function is a valid probability density function (PDF)?
- What are the key properties of a continuous random variable's PDF?
- How do you interpret the expected value of a continuous random variable from its PDF?
- Can you explain how the normalization condition of a PDF ensures its correctness?
- What is the significance of the exponential distribution in probability theory?
Tip: When solving for unknowns in probability density functions, always ensure the integral of the function over its domain equals 1, as this is a key property of PDFs.
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Math Problem Analysis
Mathematical Concepts
Probability Density Function
Integration
Continuous Random Variables
Formulas
f(x) = e^2 / (e^2 - k) * x * e^{-x} for 0 ≤ x ≤ 2
Total probability: ∫_{-∞}^{∞} f(x) dx = 1
Theorems
Normalization condition for probability density functions
Suitable Grade Level
Undergraduate level
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