Toxicological data often involve measurements at different concentration levels of a chemical substance, and these measurements can display varying degrees of variability. For instance, low-dose measurements might be highly variable due to measurement noise, whereas high-dose measurements might be more consistent. WLS can address this issue by giving more weight to the more precise measurements, leading to more accurate modeling of the dose-response curve.
