Question

Difference between logistic and loess regression

Answer 1

Answer:

The explanation is that in logistic regression we model the logit of the probability that Y=1 as a function of the predictors, not the probability itself. ... Because the loess does not assume any particular functional form, there will always be some noise in the estimated regression line.