Generalised logistic regression with vine copulas

Ingrid Hobæk Haff, Simon Boge Brant, Haakon Bakka

We propose a generalisation of the logistic regression model, that aims to account for non-linear main effects and complex interactions, while keeping the model inherently explaina…