non linear regression

Why Use Non-linear Regression in Toxicology?

In toxicology, substances often exhibit dose-response relationships that are inherently non-linear. For instance, at low doses, a toxin might have little to no effect, while at higher doses, the effect increases rapidly, sometimes reaching a plateau. Non-linear regression models, such as the Hill equation or the logistic function, can accurately describe these complex patterns, providing valuable insights into the potency and efficacy of chemical agents.

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