Generating Functions, Taylor Series, Taylor Theorem, Central Limit Theorem, Deep Dives.
derivative of the MGF of X is the k-th raw moment of X (Image by Author) The second property of MGFs which we’ll find useful in our upcoming proof is the following: if two random variables X and Y have identical Moment Generating Functions, then X and Y have identical Cumulative Distribution