What are the Limitations of Least Squares in Toxicology?
Despite its widespread use, the least squares method has limitations. It is sensitive to outliers that can skew results, especially in biological data that often exhibits variability. Additionally, when dealing with non-linear relationships, standard least squares might not provide the best fit, necessitating the use of nonlinear regression techniques or alternative methods like the generalized linear model (GLM).
