Non-linear regression is a type of modeling used to describe complex relationships between variables, where the response variable is a nonlinear function of the parameters. It is crucial in toxicology for analyzing dose-response relationships, which often do not follow a simple linear pattern. Non-linear models allow for more flexible fitting to biological data, capturing phenomena such as saturation, thresholds, and sigmoidal responses.