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What is the formula for the mean of a continuous uniform distribution?

The mean of a continuous uniform distribution on the interval [a, b] is calculated using the formula μ=a+b2\mu = \frac{a + b}{2}. It represents the exact midpoint of the interval endpoints.

Conditions

  • The distribution is continuous and uniform on the interval [a, b].
  • a is the lower bound and b is the upper bound.

Reasoning, step by step

  1. Identify the lower bound a and the upper bound b of the distribution.
  2. Add the lower bound and the upper bound together.
  3. Divide the sum by 2 to find the mean.

Example

For the bus waiting time uniformly distributed on [0, 60], the mean is calculated as μ=0+602=30\mu = \frac{0 + 60}{2} = 30 minutes.

Common misconceptions

  • Assuming the mean predicts the most likely specific outcome, whereas in a uniform distribution all outcomes are equally likely.
  • Confusing the mean with the median, although they are identical in a continuous uniform distribution.

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