 Moment-generating function

The moment-generating function is $M_X(t)=E[e^{tX}]$ where finite and encodes moments through derivatives at zero.

The moment-generating function (MGF) is a mathematical tool used in probability theory and statistics to characterize the distribution of a random variable. It is defined as the expected value of the exponential function of the random variable.