Multivariate regression involves the use of multiple predictor variables to predict the outcome of a response variable. In toxicology, predictor variables could include the dosage of a chemical, exposure duration, and environmental conditions. The response variable might be a measure of toxicity, such as the level of a specific biomarker in the blood.