2 papers
stat.ME2024
Boosting with copula-based components
Simon Boge Brant, Ingrid Hobæk Haff
The authors propose new additive models for binary outcomes, where the components are copula-based regression models (Noh et al, 2013), and designed such that the model may capture…
stat.ME2024
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…