Linear regression is a basic form of regression analysis that estimates the relationship between a dependent variable (response) and one or more independent variables (predictors) using a linear equation. In toxicology, the dependent variable could be a measure of toxicity, such as cell viability or enzyme activity, while the independent variable might be the concentration of a chemical or exposure duration.