> Obviously there are times when you add probabilities together, but usually you don't. Maybe you don’t but it’s hardly unusual. Integrating out nuisance param

> Obviously there are times when you add probabilities together, but usually you don't. Maybe you don’t but it’s hardly unusual. Integrating out nuisance parameters from a posterior distribution is adding probabilities. Monte Carlo methods are based on adding probabilities.