• Feb 10, 2026 ma2261 probability and random process and characterizing distributions. Characteristic Functions: Alternative to MGFs, especially for complex distributions. Laplace Transforms: Applied in solving differential equations related to stochastic processes. Limit Theorems and Laws of Large Numbers Und BY Maggie Kub