Math Problem Statement
Solution
The problem gives a uniformly distributed random variable , denoted as:
This indicates that is uniformly distributed between 30 and 180. We are asked to find the probability that a random value of lies between 70 and 130.
Step-by-step Solution:
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Uniform Distribution Formula: The probability density function (PDF) of a uniform distribution on the interval is given by:
In this case, and . So the PDF is:
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Probability Calculation: The probability that lies between 70 and 130 is the ratio of the length of the interval to the length of the entire interval :
Thus, the probability that a random value of is between 70 and 130 is 0.4 or 40%.
Would you like more details on the steps involved? Here are 5 related questions to deepen your understanding:
- How is the probability density function (PDF) for a uniform distribution derived?
- What is the difference between a uniform distribution and other probability distributions like normal or exponential?
- How do you calculate the mean and variance of a uniform distribution?
- Can the uniform distribution be used to model real-world scenarios, and if so, what examples fit this distribution?
- What is the probability of lying between other intervals, such as 50 and 120?
Tip: In uniform distributions, probabilities over intervals can be quickly calculated by comparing the length of the desired interval to the total length of the distribution's range.
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Math Problem Analysis
Mathematical Concepts
Probability
Uniform Distribution
Formulas
P(X) = (desired interval length) / (total interval length)
PDF of uniform distribution: f(x) = 1 / (b - a)
Theorems
Uniform Distribution Theorem
Suitable Grade Level
Grades 10-12
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