To estimate the median effective dose (ED
50), we models the dose-response curve by using generalized linear models and generalized additive models as their extension. The estimation of ED
50 in generalized linear models has been known but not so for generalized additive models. We compare the result from nonparametric fitting of a generalized additive model with those of generalized linear models.
View full abstract