An Expected Value is the value of an RV (or a function thereof)
one would "expect" to find if one could repeat the random
variable process an infinite number of times and take the
average of the values obtained.
An Expected Value is a weighted average of all possible values
If the probability distribution of X admits a probability
density function (pdf) f (x), then the expected value can
be computed as