While we could have fitted a linear regression line through these points, naïve extrapolation would suggest that if a hospital treated a huge number of cases, their survival would be predicted to be greater than 100%, which is absurd. So a form of regression has been developed for proportions, called logistic regression, which ensures a curve which cannot go above 100% or below 0%.
