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ZixuanZhang
ZixuanZhang
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Moment

For a random variable and , the quantity is the -th moment of , whenever it is well-defined.

Definition 3.18 (Moment)
Let be a random variable and . We call the -th moment of , as long as it is well-defined.

Moments and the variance

The second moment determines the spread of through

Derivatives of the probability generating function produce moments of this kind: and more generally , from which .

Related

Stated in