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Let X be a discrete random variable, such that
Then its variance can be found as , where E(X), E() - first and second central moment respectively, so
Discrete random variable can take infinite(countable) amount of values, in that case sum will be from 1 to infinity, and the point is to find the sum of the infinite row
Standard deviation can be found as a square root of the variance, so