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Cardiff University School of Mathematics
Expected Value
Definition

The mean or expectation of a continuous random variable X is given by

E[X] = Integral of x f(x)

where f(x) is the probability density function of X. This represents the average value of X and is usually denoted by the symbol μ. To find the expected value of any function of X, say h(X), we extend the above definition in the following manner.

E[h(X)] = Integral of h(x) f(x)

One very important example of this is h(X) = X2, note however that E[X2] is not the same as E[X]2. Note also the similarity between the above and the corresponding discrete definition.

Note!   Example