Linear regression is essential in toxicology for several reasons. It helps in quantifying the relationship between exposure levels and toxic effects, thereby facilitating the establishment of threshold levels for chemicals. It also aids in predicting the potential impact of untested chemicals by examining similar substances. The method is crucial for risk assessment and regulatory compliance, providing a scientific basis for setting safety standards.