When we model the real world, a single random variable rarely tells the whole story. We combine measurements, apply scaling, add noise, or transform data onto a new scale — and each operation changes the shape of uncertainty. This chapter gives you the tools to track exactly how probabilities shift when you push variables through functions, add them together, multiply, or divide them.