Despite what Hollywood would have you believe, not all epidemics involve people suffering from zombie-like symptoms — some can only be uncovered through door-to-door epidemiology and advanced mathematics. Researchers are now in the trenches combining tried-and-true epidemiological approaches with new statistical methods to learn more about the course of a dangerous, contagious disease epidemic.