For a random variable
- If
is discrete, - If
is continuous,
For example, if
A moment-generating function can uniquely determine a distribution.
Use the Moment-generating Function to Calculate the sum of random variables
If the we have
And we can get back a new distribution since moment generating functions uniquely determine distribution.