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Uniform Distribution |
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uniform distribution [′yü·nə‚fȯrm ‚di·strə′byü·shən]
(statistics) The distribution of a random variable in which each value has the same probability of occurrence. Also known as rectangular distribution. Uniform Distribution a special type of probability distribution of a random variable X that takes on values in the interval (a - h, a + h). A uniform distribution is characterized by the probability density function
The mathematical expectation is EX = a, the variance is D X= h2/3, and the characteristic function is
By means of a linear transformation the interval (a - h, a + h) can be made to correspond to any given interval. Thus, the variable Y = (X - a + h)/2h is uniformly distributed over the interval (0, 1). Suppose the variables Y1, Y2,.…, Yn are uniformly distributed over the interval (0, 1). When their sum is normalized by the mathematical expectation n/2 and the variance n/12, the distribution law of the normalized sum rapidly approaches a normal distribution as n increases. In fact, the approximation is often sufficient for practical applications even when n = 3. Want to thank TFD for its existence? Tell a friend about us, add a link to this page, add the site to iGoogle, or visit the webmaster's page for free fun content. |
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