Math Problem Statement

  1. The formula of variance of uniform or rectangular distribution is as a) ((b - a) ^ 2) / 6 b) ((b + a) ^ 2) / 12 c) ((b - a) ^ 3) / 8 d) ((b + a) ^ 2) / 2

Solution

The variance of a uniform (or rectangular) distribution, denoted U(a,b)U(a, b), where aa and bb are the minimum and maximum values respectively, is given by:

Var(X)=(ba)212\text{Var}(X) = \frac{(b - a)^2}{12}

Therefore, the correct answer is:

a) (ba)212\frac{(b - a)^2}{12}

Would you like more details or have any questions? Here are some related questions to expand your understanding:

  1. How do you derive the variance formula for a uniform distribution?
  2. What is the mean of a uniform distribution U(a,b)U(a, b)?
  3. How would the variance change if the distribution was not uniform but normal with the same aa and bb?
  4. Can you provide an example calculation of variance for a uniform distribution with specific values of aa and bb?
  5. How is the uniform distribution used in practical applications?

Tip: For any continuous uniform distribution, the variance formula (ba)212\frac{(b - a)^2}{12} can help you quickly determine the spread of the distribution, which is useful in many statistical analyses and simulations.

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Math Problem Analysis

Mathematical Concepts

Probability and Statistics
Uniform Distribution

Formulas

Variance of Uniform Distribution

Theorems

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Suitable Grade Level

Undergraduate