This is a generalization of the requirement that X have finite variance .
Is necessary for this strong form of Chebyshev 's inequality in infinite dimensions .
This is a generalization of the requirement that X have finite variance , and is necessary for this strong form of Chebyshev 's inequality in infinite dimensions .