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 aa and bb is given by the formula:

P(a<X<b)=badcP(a < X < b) = \frac{b - a}{d - c}

Where:

  • aa and bb are the lower and upper bounds of the range you are interested in.
  • cc and dd 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 c=50.0c = 50.0 and d=52.0d = 52.0.
  • We are interested in the probability that the class length is between 51.2 min and 51.4 min, so a=51.2a = 51.2 and b=51.4b = 51.4.

Using the formula:

P(51.2<X<51.4)=51.451.252.050.0P(51.2 < X < 51.4) = \frac{51.4 - 51.2}{52.0 - 50.0}

Now, calculating the values:

P(51.2<X<51.4)=0.22.0=0.1P(51.2 < X < 51.4) = \frac{0.2}{2.0} = 0.1

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:

  1. How do you find the probability for other intervals in a uniform distribution?
  2. What is the mean and variance of a continuous uniform distribution?
  3. How would the probability change if the class times were distributed between 51.5 and 52.0 minutes?
  4. Can you calculate probabilities for a normal distribution in a similar way?
  5. 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