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Normal Distribution Formulas Let X be a normally distributed random variable with mean , and standard deviation . The probability density function (PDF) of X is 1 x 2 1 PDF f x e 2 2 The cumulative distribution function (CDF) of X (or of f) is x CDF F ( x) f(u)du The expected value or expectation of X (or of f) is E( X ) xf ( x)dx The variance of X (or of f) is 2 x f ( x)dx 2 Var( X ) Golde I. Holtzman, Department of Statistics, College of Arts and Sciences, Virginia Tech (VPI) Last updated: May 27, 2002 © Golde I. Holtzman, all rights reserved. URL: http://courseware.vt.edu/users/holtzman/common/Prob/normal_formulas.pdf