Hello all

I am trying to asses the potential relationship between a continuous predictor on a binary outcome. However, after doing a scatter plot with a LOESS regression line and performing the Box Tidwell test, i clearly see that the increase in risk is not linear. It is « U » shaped.

What would be the next step from here?

Cheers!