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03-01-2008, 06:06 AM #13
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Thanked: 1587Most random variables (r.v.s) have an expected value defined as its first moment. Those random variables that do not (e.g. a Cauchy r.v.) usually do not have one because the integral or sum defining its first moment is not defined mathematically (e.g. non-finite integral).
The random variable that arises from throwing a (fair) die and recording the number on the upper face is usually how most intro. probability courses explain it. If X denotes the r.v., it can take values 1, 2, ...., 6, each with probability of occurrence on any one throw of 1/6. So 1/6th of the time we'd expect to get a 1, 1/6th of the time a 2 and so on. The expected value of X is therefore 1/6(1+2+3+4+5+6) = 21/6 = 3.5. When the r.v. takes any value in a continuum (as opposed to a discrete or countably infinite set) the sum becomes an integral.
So anyway, just because something is random does not mean we can't do anything with it.
James.<This signature intentionally left blank>