Linear interpolation is a mathematical method used to estimate unknown values that fall within a known range of values. In the context of epidemiology, it helps in estimating the number of disease cases, population at risk, or other critical metrics between two known data points. This method assumes that changes between two data points are linear, meaning they follow a straight line.