5. Distributions behind counts, rates, and revenue
Connects common marketing outcomes to useful distributions: Bernoulli and binomial for yes/no events, Poisson and negative binomial for counts, normal and lognormal for continuous outcomes, and gamma for positive spend or revenue. You choose distributions by matching them to real data behavior.