Math Problem Statement
The lengths of a professor’s classes has a continuous uniform distribution between 50.0 min and 52.0 min. If one such class is randomly selected, find the probability that the class length is between 51.2 and 51.4 min.
P(51.2 < X < 51.4) =
Solution
In a continuous uniform distribution, the probability of an event occurring between two values and is given by the formula:
Where:
- and are the lower and upper bounds of the range you are interested in.
- and are the bounds of the entire distribution.
In this case:
- The class lengths are uniformly distributed between 50.0 min and 52.0 min, so and .
- We are interested in the probability that the class length is between 51.2 min and 51.4 min, so and .
Using the formula:
Now, calculating the values:
So, the probability that the class length is between 51.2 and 51.4 minutes is 0.1 or 10%.
Would you like any further explanation on this, or do you have additional questions?
Related questions:
- How do you find the probability for other intervals in a uniform distribution?
- What is the mean and variance of a continuous uniform distribution?
- How would the probability change if the class times were distributed between 51.5 and 52.0 minutes?
- Can you calculate probabilities for a normal distribution in a similar way?
- How does the concept of continuous distributions differ from discrete ones?
Tip: For uniform distributions, always remember that the probability density is constant across the entire interval, making the calculation of probabilities straightforward using the formula above.
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Math Problem Analysis
Mathematical Concepts
Probability
Continuous Uniform Distribution
Formulas
P(a < X < b) = (b - a) / (d - c)
Theorems
Continuous Uniform Distribution Probability
Suitable Grade Level
Grades 11-12
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