Generating Functions, Taylor Series, Taylor Theorem, Central Limit Theorem, Deep Dives.
Functions: Identical MGFs implies identical CDFs (Image by Author) If X and Y have identical MGFs, it implies that their mean, variance, skewness, kurtosis, and all higher order moments (whatever humanly unfathomable aspects of reality those moments might represent) are all one-is-to-one identical.